Methods > Sequential > Recurrent Neural Networks

Long Short-Term Memory


An LSTM is a type of recurrent neural network that addresses the vanishing gradient problem in vanilla RNNs through additional cells, input and output gates. Intuitively, vanishing gradients are solved through additional additive components, and forget gate activations, that allow the gradients to flow through the network without vanishing as quickly.

(Image Source here)

(Introduced by Hochreiter and Schmidhuber)

Latest Papers

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PAPER DATE
Predicting Inflation with Neural Networks
Livia Paranhos
2021-04-08
M-Net with Bidirectional ConvLSTM for Cup and Disc Segmentation in Fundus Images
Maleeha Khalid KhanSyed Muhammad Anwar
2021-04-08
Combining Pre-trained Word Embeddings and Linguistic Features for Sequential Metaphor Identification
Rui MaoChenghua LinFrank Guerin
2021-04-07
Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air
Satvik GargHimanshu Jindal
2021-04-07
Visual Alignment Constraint for Continuous Sign Language Recognition
Yuecong MinAiming HaoXiujuan ChaiXilin Chen
2021-04-06
KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research
Shashank ShailabhSajal ChaurasiaAshutosh Modi
2021-04-04
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
Emilio ParisottoRuslan Salakhutdinov
2021-04-04
Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English
Imane GuellilAhsan AdeelFaical AzouaouMohamed BoubredYousra HouichiAkram Abdelhaq Moumna
2021-04-03
COHORTNEY: Deep Clustering for Heterogeneous Event Sequences
Vladislav ZhuzhelRodrigo Rivera-CastroNina KaploukhayaLiliya MironovaAlexey ZaytsevEvgeny Burnaev
2021-04-03
"Forget" the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks
Habtamu FantaZhiwen ShaoLizhuang Ma
2021-04-03
GRN: Generative Rerank Network for Context-wise Recommendation
Yufei FengBinbin HuYu GongFei SunQingwen LiuWenwu Ou
2021-04-02
Canonical and Surface Morphological Segmentation for Nguni Languages
Tumi MoengSheldon ReayAaron DanielsJan Buys
2021-04-01
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks
Xuye LiuDakuo WangApril WangLingfei Wu
2021-03-31
Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset
Farnoosh FarajiFaraz LotfiJavad KhorramdelAli NajafiAli Ghaffari
2021-03-31
SRA-LSTM: Social Relationship Attention LSTM for Human Trajectory Prediction
Yusheng PengGaofeng ZhangJun ShiBenzhu XuLiping Zheng
2021-03-31
Representing ELMo embeddings as two-dimensional text online
Andrey KutuzovElizaveta Kuzmenko
2021-03-30
AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation
Imke van HeerdenAnil Bas
2021-03-30
Industry Scale Semi-Supervised Learning for Natural Language Understanding
Luoxin ChenFrancisco GarciaVarun KumarHe XieJianhua Lu
2021-03-29
A Comparative Evaluation of Predominant Deep Learning Quantified Stock Trading Strategies
Haohan Zhang
2021-03-29
Guided Training: A Simple Method for Single-channel Speaker Separation
Hao LiXueliang ZhangGuanglai Gao
2021-03-26
Evaluation of deep learning models for multi-step ahead time series prediction
Rohitash ChandraShaurya GoyalRishabh Gupta
2021-03-26
Jointly Modeling Heterogeneous Student Behaviors and Interactions Among Multiple Prediction Tasks
Haobing LiuYanmin ZhuTianzi ZangYanan XuJiadi YuFeilong Tang
2021-03-25
A VAE-Based Bayesian Bidirectional LSTM for Renewable Energy Forecasting
Devinder KaurShama Naz IslamMd. Apel Mahmud
2021-03-24
Structured Co-reference Graph Attention for Video-grounded Dialogue
Junyeong KimSunjae YoonDahyun KimChang D. Yoo
2021-03-24
Robust and Accurate Object Detection via Adversarial Learning
Xiangning ChenCihang XieMingxing TanLi ZhangCho-Jui HsiehBoqing Gong
2021-03-23
Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors
Davi Pedrosa de AguiarOtávio Augusto SilvaFabricio Murai
2021-03-22
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset
Atharva KulkarniMeet MandhaneManali LikhitkarGayatri KshirsagarRaviraj Joshi
2021-03-21
Patch AutoAugment
| Shiqi LinTao YuRuoyu FengZhibo Chen
2021-03-20
Spatio-Temporal Data Mining for Aviation Delay Prediction
Kai ZhangYushan JiangDahai LiuHoubing Song
2021-03-20
Generating Adversarial Computer Programs using Optimized Obfuscations
| Shashank SrikantSijia LiuTamara MitrovskaShiyu ChangQuanfu FanGaoyuan ZhangUna-May O'Reilly
2021-03-18
S3M: Siamese Stack (Trace) Similarity Measure
| Aleksandr KhvorovRoman VasilievGeorge ChernishevIrving Muller RodriguesDmitrij KoznovNikita Povarov
2021-03-18
Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents
Ashish ShenoySravan BodapatiKatrin Kirchhoff
2021-03-18
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
| unbo WangHaixu WuJianjin ZhangZhifeng GaoJianmin WangPhilip S. YuMingsheng Long
2021-03-17
Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems
Pedro J. FreireYevhenii OsadchukBernhard SpinnlerAntonio NapoliWolfgang SchairerNelson CostaJaroslaw E. PrilepskySergei K. Turitsyn
2021-03-15
Improving Generalization of Transfer Learning Across Domains Using Spatio-Temporal Features in Autonomous Driving
Shivam AkhauriLaura ZhengTom GoldsteinMing Lin
2021-03-15
Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning
Jafar AbdollahiAmir Jalili IraniBabak Nouri-Moghaddam
2021-03-15
A Survey of Forex and Stock Price Prediction Using Deep Learning
Zexin HuYiqi ZhaoMatloob Khushi
2021-03-13
Sequential Random Network for Fine-grained Image Classification
Chaorong LiMalu ZhangWei HuangFengqing QinAnping ZengYuanyuan Huang
2021-03-12
On Improving Deep Learning Trace Analysis with System Call Arguments
Quentin FournierDaniel AloiseSeyed Vahid AzhariFrançois Tetreault
2021-03-11
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings
Linlin LiuThien Hai NguyenShafiq JotyLidong BingLuo Si
2021-03-11
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack
Yam SharonDavid BerendYang LiuAsaf ShabtaiYuval Elovici
2021-03-10
AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation
| Denis GudovskiyLuca RigazioShun IshizakaKazuki KozukaSotaro Tsukizawa
2021-03-10
Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling
Radha KoppartiTillman Weyde
2021-03-10
Decomposition-based hybrid wind speed forecasting model using deep bidirectional LSTM networks
K.U. JaseenaBinsu C. Kovoor
2021-03-09
CEQE: Contextualized Embeddings for Query Expansion
Shahrzad NaseriJeffrey DaltonAndrew YatesJames Allan
2021-03-09
"Sharks are not the threat humans are": Argument Component Segmentation in School Student Essays
Tariq AlhindiDebanjan Ghosh
2021-03-08
Translating the Unseen? Yorùbá $\rightarrow$ English MT in Low-Resource, Morphologically-Unmarked Settings
Ife Adebara Miikka Silfverberg Muhammad Abdul-Mageed
2021-03-07
LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management
Jeremy BeauchampRazvan BunescuCindy MarlingZhongen LiChang Liu
2021-03-06
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection
Chia-Yu HsuWenwen Li
2021-03-06
A Hybrid CNN-BiLSTM Voice Activity Detector
Nicholas WilkinsonThomas Niesler
2021-03-05
Point Cloud based Hierarchical Deep Odometry Estimation
Farzan Erlik NowruziDhanvin KolhatkarPrince KapoorRobert Laganiere
2021-03-05
Prediction of financial time series using LSTM and data denoising methods
Qi TangTongmei FanRuchen ShiJingyan HuangYidan Ma
2021-03-05
Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence
Seongsik ParkHarksoo Kim
2021-03-05
Speech Emotion Recognition using Semantic Information
| Panagiotis TzirakisAnh NguyenStefanos ZafeiriouBjörn W. Schuller
2021-03-04
Few-shot Learning for Slot Tagging with Attentive Relational Network
Cennet OguzNgoc Thang Vu
2021-03-03
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu
Aizaz HussainMuhammad Umair Arshad
2021-03-03
Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition
| Marvin ChancánMichael Milford
2021-03-02
On the Memory Mechanism of Tensor-Power Recurrent Models
Hejia QiuChao LiYing WengZhun SunXingyu HeQibin Zhao
2021-03-02
Dual Reinforcement-Based Specification Generation for Image De-Rendering
Ramakanth PasunuruDavid RosenbergGideon MannMohit Bansal
2021-03-02
Extreme Volatility Prediction in Stock Market: When GameStop meets Long Short-Term Memory Networks
Yigit AlparslanEdward Kim
2021-03-01
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data
Bolu OluwaladeSunil NeelaJudy WawiraTobiloba AdejumoSaptarshi Purkayastha
2021-02-28
Pedestrian Motion State Estimation From 2D Pose
Fei LiShiwei FanPengzhen ChenXiangxu Li
2021-02-27
Retrieval Augmentation to Improve Robustness and Interpretability of Deep Neural Networks
| Rita Parada RamosPatrícia PereiraHelena MonizJoao Paulo CarvalhoBruno Martins
2021-02-25
From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection
Quang Huu PhamViet Anh NguyenLinh Bao DoanNgoc N. TranTa Minh Thanh
2021-02-24
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures
Sanat RameshDiego Dall'AlbaCristians GonzalezTong YuPietro MascagniDidier MutterJacques MarescauxPaolo FioriniNicolas Padoy
2021-02-24
Hopeful_Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers
Ishan Sanjeev UpadhyayNikhil EAnshul WadhawanRadhika Mamidi
2021-02-24
Parallelizing Legendre Memory Unit Training
Narsimha ChilkuriChris Eliasmith
2021-02-22
The FaCells. An Exploratory Study about LSTM Layers on Face Sketches Classifiers
Xavier Ignacio González
2021-02-22
Parallelizing Legendre Memory Unit Training
Narsimha ChilkuriChris Eliasmith
2021-02-22
Subword Pooling Makes a Difference
Judit ÁcsÁkos KádárAndrás Kornai
2021-02-22
Delhi air quality prediction using LSTM deep learning models with a focus on COVID-19 lockdown
| Animesh TiwariRishabh GuptaRohitash Chandra
2021-02-21
Delhi air quality prediction using LSTM deep learning models with a focus on COVID-19 lockdown
Animesh TiwariRishabh GuptaRohitash Chandra
2021-02-21
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTM
Zahidul IslamMohammad RukonuzzamanRaiyan AhmedMd. Hasanul KabirMoshiur Farazi
2021-02-21
Introducing the Hidden Neural Markov Chain framework
Elie AzerafEmmanuel MonfriniEmmanuel VignonWojciech Pieczynski
2021-02-17
Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters
Mohita ChaudharyMohamed Sadok GastliLobna NassarFakhri Karray
2021-02-17
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters
Aston ZhangYi TayShuai ZhangAlvin ChanAnh Tuan LuuSiu Cheung HuiJie Fu
2021-02-17
Genetically Optimized Prediction of Remaining Useful Life
Shaashwat AgrawalSagnik SarkarGautam SrivastavaPraveen Kumar Reddy MaddikuntaThippa Reddy Gadekallu
2021-02-17
An AutoML-based Approach to Multimodal Image Sentiment Analysis
Vasco LopesAntónio GasparLuís A. AlexandreJoão Cordeiro
2021-02-16
Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet
M. Onat TopalAnil BasImke van Heerden
2021-02-16
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries
Swathikiran SudhakaranSergio EscaleraOswald Lanz
2021-02-16
Spatio-Temporal Multi-step Prediction of Influenza Outbreaks
Jie ZhangKazumitsu NawataHongyan Wu
2021-02-16
Certified Robustness to Programmable Transformations in LSTMs
Yuhao ZhangAws AlbarghouthiLoris D'Antoni
2021-02-15
MAPGN: MAsked Pointer-Generator network for sequence-to-sequence pre-training
Mana IhoriNaoki MakishimaTomohiro TanakaAkihiko TakashimaShota OrihashiRyo Masumura
2021-02-15
indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages
| Kushal KediaAbhilash Nandy
2021-02-14
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages
Kushal KediaAbhilash Nandy
2021-02-14
Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning
Jaskirat SinghLiang Zheng
2021-02-14
VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention
Peng LiuYuewen CaoSongxiang LiuNa HuGuangzhi LiChao WengDan Su
2021-02-12
On Automatic Parsing of Log Records
| Jared RandAndriy Miranskyy
2021-02-12
Transformer Language Models with LSTM-based Cross-utterance Information Representation
G. SunC. ZhangP. C. Woodland
2021-02-12
Neural Inverse Text Normalization
Monica SunkaraChaitanya ShivadeSravan BodapatiKatrin Kirchhoff
2021-02-12
A reproduction of Apple's bi-directional LSTM models for language identification in short strings
| Mads ToftrupSøren Asger SørensenManuel R. CiosiciIra Assent
2021-02-11
Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems
Mustafa AbdallahWo Jae LeeNithin RaghunathanCharilaos MousoulisJohn W. SutherlandSaurabh Bagchi
2021-02-11
Combination of window-sliding and prediction range method based on LSTM model for predicting cryptocurrency
Yifan YaoLina Wang
2021-02-09
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers
Shucong ZhangCong-Thanh DoRama DoddipatlaErfan LoweimiPeter BellSteve Renals
2021-02-09
Meta-Learning for Koopman Spectral Analysis with Short Time-series
Tomoharu IwataYoshinobu Kawahara
2021-02-09
Wake Word Detection with Streaming Transformers
Yiming WangHang LvDaniel PoveyLei XieSanjeev Khudanpur
2021-02-08
Federated Acoustic Modeling For Automatic Speech Recognition
Xiaodong CuiSongtao LuBrian Kingsbury
2021-02-08
Spoiler Alert: Using Natural Language Processing to Detect Spoilers in Book Reviews
Allen BaoMarshall HoSaarthak Sangamnerkar
2021-02-07
Neural Data-to-Text Generation with LM-based Text Augmentation
Ernie ChangXiaoyu ShenDawei ZhuVera DembergHui Su
2021-02-06
Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1
Fu-Shun HsuShang-Ran HuangChien-Wen HuangChao-Jung HuangYuan-Ren ChengChun-Chieh ChenJack HsiaoChung-Wei ChenLi-Chin ChenYen-Chun LaiBi-Fang HsuNian-Jhen LinWan-Lin TsaiYi-Lin WuTzu-Ling TsengChing-Ting TsengYi-Tsun ChenFeipei Lai
2021-02-05
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment
Manzhu YuFangcao XuWeiming HuJian SunGuido Cervone
2021-02-04
A survey of motion planning algorithms for intelligent robotics
Chengmin ZhouBingding HuangPasi Fränti
2021-02-04
DEFT: Detection Embeddings for Tracking
| Mohamed ChaabanePeter ZhangJ. Ross BeveridgeStephen O'Hara
2021-02-03
Top-down Discourse Parsing via Sequence Labelling
Fajri KotoJey Han LauTimothy Baldwin
2021-02-03
Detecting Anomalies in Software Execution Logs with Siamese Network
Shayan HashemiMika Mäntylä
2021-02-02
Deep Online Fused Video Stabilization
Zhenmei ShiFuhao ShiWei-Sheng LaiChia-Kai LiangYIngyu Liang
2021-02-02
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays
Rahul KumarSandeep MathiasSriparna SahaPushpak Bhattacharyya
2021-02-01
Text-to-hashtag Generation using Seq2seq Learning
Augusto CamargoWesley CarvalhoFelipe Peressim
2021-02-01
Contextualized Rewriting for Text Summarization
Guangsheng BaoYue Zhang
2021-01-31
Triple M: A Practical Neural Text-to-speech System With Multi-guidance Attention And Multi-band Multi-time Lpcnet
Shilun LinXinhui LiLi Lu
2021-01-30
Deep Reinforcement Learning-Based Product Recommender for Online Advertising
Milad Vaali EsfahaaniYanbo XuePeyman Setoodeh
2021-01-30
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models
Rutuja TawareShraddha VaratGaurav SalunkeChaitanya GawandeGeetanjali KaleRahul KhengareRaviraj Joshi
2021-01-30
ICodeNet -- A Hierarchical Neural Network Approach for Source Code Author Identification
Pranali BoraTulika AwalgaonkarHimanshu PalveRaviraj JoshiPurvi Goel
2021-01-30
Deep learning via LSTM models for COVID-19 infection forecasting in India
Rohitash ChandraAyush JainDivyanshu Singh Chauhan
2021-01-28
LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing, 2nd place solution for Riiid! Answer Correctness Prediction
Takashi OyaShigeo Morishima
2021-01-28
Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources
Kirill MilintsevichKairit Sirts
2021-01-28
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms
Salman SeyediLi XiongShamim NematiGari D. Clifford
2021-01-28
Deep learning via LSTM models for COVID-19 infection forecasting in India
Rohitash ChandraAyush JainDivyanshu Singh Chauhan
2021-01-28
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker
Yen-Ting LinYun-Nung Chen
2021-01-27
Fine-Grained Named Entity Typing over Distantly Supervised Data via Refinement in Hyperbolic Space
Muhammad Asif AliYifang SunBing LiWei Wang
2021-01-27
Deep Video Inpainting Detection
Peng ZhouNing YuZuxuan WuLarry S. DavisAbhinav ShrivastavaSer-Nam Lim
2021-01-26
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings
Katharina KannMauro M. Monsalve-Mercado
2021-01-26
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts
Katikapalli Subramanyam KalyanSivanesan Sangeetha
2021-01-25
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models
| Daniel de Vassimon ManelaDavid ErringtonThomas FisherBoris van BreugelPasquale Minervini
2021-01-24
Short-term daily precipitation forecasting with seasonally-integrated autoencoder
| Donlapark Ponnoprat
2021-01-23
BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets
Fouzi HarragMaria DebbahKareem DarwishAhmed Abdelali
2021-01-22
Artificial intelligence prediction of stock prices using social media
Kavyashree RanawatStefano Giani
2021-01-22
Distilling Large Language Models into Tiny and Effective Students using pQRNN
Prabhu KaliamoorthiAditya SiddhantEdward LiMelvin Johnson
2021-01-21
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
| huan zhangHongge ChenDuane BoningCho-Jui Hsieh
2021-01-21
Classification of Pedagogical content using conventional machine learning and deep learning model
Vedat ApukKrenare Pireva Nuçi
2021-01-18
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition
Zachary WhartonArdhendu BeheraYonghuai LiuNik Bessis
2021-01-17
Dynamical prediction of two meteorological factors using the deep neural network and the long short term memory $(1)$
Ki Hong ShinJae Won JungSung Kyu SeoCheol Hwan YouDong In LeeJisun LeeKi Ho ChangWoon Seon JungKyungsik Kim
2021-01-16
A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS
Sajila D. WickramaratneMD Shaad Mahmud
2021-01-14
Ensemble of LSTMs and feature selection for human action prediction
Tomislav PetkovićLuka PetrovićIvan MarkovićIvan Petrović
2021-01-14
F3SNet: A Four-Step Strategy for QIM Steganalysis of Compressed Speech Based on Hierarchical Attention Network
Chuanpeng GuoWei YangLiusheng Huang
2021-01-13
LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT
| Mohammed AzhanMohammad Ahmad
2021-01-13
Experimental Evaluation of Deep Learning models for Marathi Text Classification
Atharva KulkarniMeet MandhaneManali LikhitkarGayatri KshirsagarJayashree JagdaleRaviraj Joshi
2021-01-13
A Recurrent Neural Network Approach to Roll Estimation for Needle Steering
Maxwell EmersonJames M. FergusonTayfun Efe ErtopMargaret RoxJosephine GrannaMichael LesterFabien MaldonadoErin A. GillaspieRon AlterovitzRobert J. Webster III.Alan Kuntz
2021-01-13
MC-LSTM: Mass-Conserving LSTM
Pieter-Jan HoedtFrederik KratzertDaniel KlotzChristina HalmichMarkus HolzleitnerGrey NearingSepp HochreiterGünter Klambauer
2021-01-13
Neural Contract Element Extraction Revisited
Ilias ChalkidisManos FergadiotisProdromos MalakasiotisIon Androutsopoulos
2021-01-12
Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks
Thulitha SenevirathnaBathiya ThennakoonTharindu SankalpaChatura SeneviratneSamad AliNandana Rajatheva
2021-01-12
Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges
Wenyu OuyangKathryn LawsonDapeng FengLei YeChi ZhangChaopeng Shen
2021-01-12
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text
Ramchandra JoshiRushabh KarnavatKaustubh JirapureRaviraj Joshi
2021-01-11
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer
Po-Ting LaiZhiyong Lu
2021-01-11
Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach
Baichuan MoZhan ZhaoHaris N. KoutsopoulosJinhua Zhao
2021-01-11
Learning Better Sentence Representation with Syntax Information
Chen Yang
2021-01-09
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media
Omar SharifEftekhar HossainMohammed Moshiul Hoque
2021-01-09
Federated Intelligence for Active Queue Management in Inter-Domain Congestion
| Cesar A. GomezXianbin WangAbdallah Shami
2021-01-08
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems
| Ke MaDongxuan HeHancun SunZhaocheng WangSheng Chen
2021-01-08
Machine learning approach for quantum non-Markovian noise classification
| Stefano MartinaStefano GherardiniFilippo Caruso
2021-01-08
Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks
Racine LyFousseini TraoreKhadim Dia
2021-01-08
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification
Seyed Abolfazl GhasemzadehErfan Bank TavakoliMehdi KamalAli Afzali-KushaMassoud Pedram
2021-01-07
The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases
Francesca TangYang FengHamza ChihebJianqing Fan
2021-01-06
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
Maryam MotamediNa LiDouglas G. DownNancy M. Heddle
2021-01-06
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils
Pin ZhangZhen-Yu YinYin-Fu Jin
2021-01-05
Adversarially trained LSTMs on reduced order models of urban air pollution simulations
César Quilodrán-CasasRossella ArcucciChristopher PainYike Guo
2021-01-05
Are Eliminated Spans Useless for Coreference Resolution? Not at all
Xin TanLongyin ZhangGuodong Zhou
2021-01-04
Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks
Zhong YangYuanwei LiuYue ChenJoey Tianyi Zhou
2021-01-04
Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs
| Dennis Ulmer
2021-01-03
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting
Wangchunshu ZhouTao GeKe XuFuru Wei
2021-01-02
Detecting Singleton Spams in Reviews via Learning Deep Anomalous Temporal Aspect-Sentiment Patterns
| Yassien ShaalanXiuzhen ZhangJeffrey ChanMahsa Salehi
2021-01-02
Interpretable Models for Granger Causality Using Self-explaining Neural Networks
Anonymous
2021-01-01
Semantic Parsing with Less Prior and More Monolingual Data
Sajad NorouziYanshuai Cao
2021-01-01
Intent Classification and Slot Filling for Privacy Policies
| Wasi Uddin AhmadJianfeng ChiTu LeThomas NortonYuan TianKai-Wei Chang
2021-01-01
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
Anonymous
2021-01-01
WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification
Anonymous
2021-01-01
More Side Information, Better Pruning: Shared-Label Classification as a Case Study
Anonymous
2021-01-01
MC-LSTM: Mass-conserving LSTM
Anonymous
2021-01-01
Feedforward Legendre Memory Unit
Anonymous
2021-01-01
Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments
Anonymous
2021-01-01
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
Anonymous
2021-01-01
Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation
Anonymous
2021-01-01
Parameterization of Hypercomplex Multiplications
Anonymous
2021-01-01
Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech
Anonymous
2021-01-01
NOSE Augment: Fast and Effective Data Augmentation Without Searching
Anonymous
2021-01-01
Post-Training Weighted Quantization of Neural Networks for Language Models
Anonymous
2021-01-01
Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering
Anonymous
2021-01-01
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings
Anonymous
2021-01-01
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
Kushal LakhotiaBhargavi ParanjapeAsish GhoshalWen-tau YihYashar MehdadSrinivasan Iyer
2020-12-31
Presenting a Dataset for Collaborator Recommending Systems in Academic Social Network: a Case Study on ReseachGate
Zahra RoozbahaniJalal RezaeenourRoshan ShahrooeiHanif Emamgholizadeh
2020-12-29
How to Train Your Differentiable Filter
| Alina KlossGeorg MartiusJeannette Bohg
2020-12-28
Neural document expansion for ad-hoc information retrieval
Cheng TangAndrew Arnold
2020-12-27
Predicting Organizational Cybersecurity Risk: A Deep Learning Approach
Benjamin M. Ampel
2020-12-26
Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS
Mohit SewakSanjay K. SahayHemant Rathore
2020-12-26
LSTM-Aided Hybrid Random Access Scheme for 6G MTC Networks
Huimei HanZan LiWenchao ZhaiJun ZhaoWeidang LuLiPing Qian
2020-12-25
Pain Assessment based on fNIRS using Bidirectional LSTMs
Raul Fernandez RojasJulio RomeroJehu Lopez-AparicioKeng-Liang Ou
2020-12-24
BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction
Sein Minn
2020-12-22
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020
Ramchandra JoshiRushabh KarnavatKaustubh JirapureRaviraj Joshi
2020-12-22
Compressing LSTM Networks by Matrix Product Operators
Ze-Feng GaoXingwei SunLan GaoJunfeng LiZhong-Yi Lu
2020-12-22
Improved Biomedical Word Embeddings in the Transformer Era
| Jiho NohRamakanth Kavuluru
2020-12-22
TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network
Omar SharifEftekhar HossainMohammed Moshiul Hoque
2020-12-21
DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement
Huixiang HuangRenjie WuJingbiao HuangJucai LinJun Yin
2020-12-19
Efficient CNN-LSTM based Image Captioning using Neural Network Compression
| Harshit RampalAman Mohanty
2020-12-17
Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions
Anh TruongAustin WaltersJeremy Goodsitt
2020-12-17
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery
Saba DadsetanGisele RoseNaira HovakimyanJennifer Hobbs
2020-12-17
LSTM-based Space Occupancy Prediction towards Efficient Building Energy Management
Juye Kim
2020-12-15
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
Seanie LeeDong Bok LeeSung Ju Hwang
2020-12-14
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
| Golnaz GhiasiYin CuiAravind SrinivasRui QianTsung-Yi LinEkin D. CubukQuoc V. LeBarret Zoph
2020-12-13
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery
Snehasish MukherjeePhaniram SayapaneniShankar Subramanya
2020-12-13
SPARTA: Speaker Profiling for ARabic TAlk
Wael FarhanMuhy Eddin Za'terQusai Abu ObaidahHisham al BatainehZyad SoberHussein T. Al-Natsheh
2020-12-13
SenSeNet: Neural Keyphrase Generation with Document Structure
Yichao LuoZhengyan LiBingning WangXiaoyu XingQi ZhangXuanjing Huang
2020-12-12
Mapping the Timescale Organization of Neural Language Models
Hsiang-Yun Sherry ChienJinhan ZhangChristopher. J. Honey
2020-12-12
Option Tracing: Beyond Binary Knowledge Tracing
| Aritra GhoshAndrew S. Lan
2020-12-11
Morphology Matters: A Multilingual Language Modeling Analysis
| Hyunji Hayley ParkKatherine J. ZhangColeman HaleyKenneth SteimelHan LiuLane Schwartz
2020-12-11
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification
Haozhen ZhangWei ZhaoShuang Liu
2020-12-10
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network
| Denis CoquenetClément ChatelainThierry Paquet
2020-12-09
exploRNN: Understanding Recurrent Neural Networks through Visual Exploration
Alex BäuerleRaphael StörkTimo Ropinski
2020-12-09
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Yinuo GuoHualei ZhuZeqi LinBei ChenJian-Guang LouDongmei Zhang
2020-12-08
Using previous acoustic context to improve Text-to-Speech synthesis
Pilar Oplustil-GallegosSimon King
2020-12-07
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth
Bashar AlhnaityStefanos KolliasGeorgios LeontidisShouyong JiangBert SchampSimon Pearson
2020-12-07
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis
Nabil IbtehazS. M. Shakhawat Hossain SouravMd. Shamsuzzoha BayzidM. Sohel Rahman
2020-12-06
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements
| Mohit RaghavendraPravan OmprakashB R MukeshSowmya Kamath
2020-12-04
A Benchmark Dataset for Understandable Medical Language Translation
Junyu LuoZifei ZhengHanzhong YeMuchao YeYaqing WangQuanzeng YouCao XiaoFenglong Ma
2020-12-04
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
| Nando MetzgerMehmet Ozgur TurkogluStefano D'AroncoJan Dirk WegnerKonrad Schindler
2020-12-04
Bengali Abstractive News Summarization(BANS): A Neural Attention Approach
| Prithwiraj BhattacharjeeAvi MallickMd Saiful IslamMarium-E-Jannat
2020-12-03
BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling
Jing SuQingyun DaiFrank GuerinMian Zhou
2020-12-03
A journey in ESN and LSTM visualisations on a language task
| Alexandre VariengienXavier Hinaut
2020-12-03
Evolving Character-level Convolutional Neural Networks for Text Classification
Trevor LondtXiaoying GaoBing XuePeter Andreae
2020-12-03
SOC Estimation of Li-ion Batteries with Learning Rate-Optimized Deep Fully Convolutional Network
M. A. HannanD. N. T. HowM. S. Hossain LipuPin Jern KerZ. Y. DongM. MansurFrede Blaabjerg
2020-12-02
Generating Descriptions for Sequential Images with Local-Object Attention and Global Semantic Context Modelling
Jing SuChenghua LinMian ZhouQingyun DaiHaoyu Lv
2020-12-02
Comparison of Attention-based Deep Learning Models for EEG Classification
Giulia CisottoAlessio ZangaJoanna ChlebusItalo ZoppisSara ManzoniUrszula Markowska-Kaczmar
2020-12-02
Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks
Felix GrezesZhaoheng NiViet Anh TrinhMichael Mandel
2020-12-02
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
Madhurananda PaharMarisa KlopperRobin WarrenThomas Niesler
2020-12-02
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
Madhur PanwarShashank ShailabhMilan AggarwalBalaji Krishnamurthy
2020-12-02
Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks
Zhaoheng NiFelix GrezesViet Anh TrinhMichael I. Mandel
2020-12-02
Physics Guided Machine Learning Methods for Hydrology
Ankush KhandelwalShaoming XuXiang LiXiaowei JiaMichael StienbachChristopher DuffyJohn NieberVipin Kumar
2020-12-02
Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement
Felix GrezesZhaoheng NiViet Anh TrinhMichael Mandel
2020-12-02
Training Linear Finite-State Machines
Arash ArdakaniAmir ArdakaniWarren Gross
2020-12-01
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech
Shailee JainVy VoShivangi MahtoAmanda LeBelJavier S. TurekAlexander Huth
2020-12-01
Arabisc: Context-Sensitive Neural Spelling Checker
| Yasmin MoslemRejwanul HaqueAndy Way
2020-12-01
Deep Implicit Templates for 3D Shape Representation
| Zerong ZhengTao YuQionghai DaiYebin Liu
2020-11-30
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information
Girisha SUjjwal VermaManohara Pai M MRadhika Pai
2020-11-29
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game
| Lei HanJiechao XiongPeng SunXinghai SunMeng FangQingwei GuoQiaobo ChenTengfei ShiHongsheng YuZhengyou Zhang
2020-11-27
Joint Extraction of Entity and Relation with Information Redundancy Elimination
Yuanhao ShenJungang Han
2020-11-27
ImCLR: Implicit Contrastive Learning for Image Classification
John ChenSamarth SinhaAnastasios Kyrillidis
2020-11-25
Enhancing deep neural networks with morphological information
Matej KlemenLuka KrsnikMarko Robnik-Šikonja
2020-11-24
A Non-linear Function-on-Function Model for Regression with Time Series Data
Qiyao WangHaiYan WangChetan GuptaAniruddha Rajendra RaoHamed Khorasgani
2020-11-24
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text
Ramchandra JoshiRaviraj Joshi
2020-11-23
KeepAugment: A Simple Information-Preserving Data Augmentation Approach
Chengyue GongDilin WangMeng LiVikas ChandraQiang Liu
2020-11-23
Sarcasm detection from user-generated noisy short text
Prakamya Mishra
2020-11-23
A Better and Faster End-to-End Model for Streaming ASR
Bo LiAnmol GulatiJiahui YuTara N. SainathChung-Cheng ChiuArun NarayananShuo-Yiin ChangRuoming PangYanzhang HeJames QinWei HanQiao LiangYu ZhangTrevor StrohmanYonghui Wu
2020-11-21
DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences
| Mengmeng KuangYong liuLufei Gao
2020-11-21
Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility
Konstantinos KousiasApostolos PappasOzgu AlayAntonios ArgyriouMichael Riegler
2020-11-20
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis
| Zhouyong LiuShun LuoWubin LiJingben LuYufan WuChunGuo LiLuxi Yang
2020-11-20
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews
Eftekhar HossainOmar SharifMohammed Moshiul HoqueIqbal H. Sarker
2020-11-19
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
| Dilin WangMeng LiChengyue GongVikas Chandra
2020-11-18
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data
| Zina M IbrahimDaniel BeanThomas SearleHonghan WuAnthony ShekZeljko KraljevicJames GallowaySam NortonJames T TeoRichard JB Dobson
2020-11-18
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification
Daniel PalominoJose Ochoa-Luna
2020-11-18
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
| P Aditya SreekarUjjwal TiwariAnoop Namboodiri
2020-11-17
Learning Associative Inference Using Fast Weight Memory
| Imanol SchlagTsendsuren MunkhdalaiJürgen Schmidhuber
2020-11-16
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder
Ziqi KeHaris Vikalo
2020-11-16
A Two-Phase Approach for Abstractive Podcast Summarization
Chujie ZhengKunpeng ZhangHarry Jiannan WangLing Fan
2020-11-16
Modular Multi Target Tracking Using LSTM Networks
Rishabh VermaR RajeshMS Easwaran
2020-11-16
It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities
Eyal ArvivSimo HanounaOren Tsur
2020-11-16
Sentiment Analysis for Sinhala Language using Deep Learning Techniques
| Lahiru SenevirathnePiyumal DemotteBinod KarunanayakeUdyogi MunasingheSurangika Ranathunga
2020-11-14
On the Benefits of Early Fusion in Multimodal Representation Learning
George BarnumSabera TalukderYisong Yue
2020-11-14
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM
| Jiacheng WangWeiheng Li
2020-11-12
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing
Zhenzhi WuHehui ZhangYihan LinGuoqi LiMeng WangYe Tang
2020-11-12
E-commerce Query-based Generation based on User Review
Yiren LiuKuan-Ying Lee
2020-11-11
DoLFIn: Distributions over Latent Features for Interpretability
Phong LeWillem Zuidema
2020-11-10
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks
Natalia VanetikMarina LitvakSergey ShevchukLior Reznik
2020-11-09
Comparison between ARIMA and Deep Learning Models for Temperature Forecasting
Eranga De SaaLochandaka Ranathunga
2020-11-09
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks
Alex MathaiShreya KhareSrikanth TamilselvamSenthil Mani
2020-11-08
Drafting in Collectible Card Games via Reinforcement Learning
| Ronaldo VieiraAnderson Rocha TavaresLuiz Chaimowicz
2020-11-07
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows
Ricardo GamaHugo L. Fernandes
2020-11-07
Deep Learning for Flight Demand and Delays Forecasting
Liya WangAmy MykityshynCraig JohnsonBenjamin D. Marple
2020-11-06
Alignment Restricted Streaming Recurrent Neural Network Transducer
Jay MahadeokarYuan ShangguanDuc LeGil KerenHang SuThong LeChing-Feng YehChristian FuegenMichael L. Seltzer
2020-11-05
Joint Entity and Relation Extraction with Set Prediction Networks
Dianbo SuiYubo ChenKang LiuJun ZhaoXiangrong ZengShengping Liu
2020-11-03
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery
Yong-Hao LongJie-Ying WuBo LuYue-Ming JinMathias UnberathYun-hui LiuPheng-Ann HengQi Dou
2020-11-03
Sound Natural: Content Rephrasing in Dialog Systems
Arash EinolghozatiAnchit GuptaKeith DiedrickSonal Gupta
2020-11-03
QMUL-SDS @ SardiStance: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge Graphs
Rabab AlkhalifaArkaitz Zubiaga
2020-11-02
Time Series Forecasting with Stacked Long Short-Term Memory Networks
Frank Xiao
2020-11-02
Using a Bi-directional LSTM Model with Attention Mechanism trained on MIDI Data for Generating Unique Music
Ashish RanjanVarun Nagesh Jolly BeheraMotahar Reza
2020-11-02
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization
| Badr AlKhamissiMuhammad N. ElNokrashyMohamed Gabr
2020-11-01
Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor
Yudianto SujanaJiawen LiHung-Yu Kao
2020-10-31
Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks
| Luca PasqualiniMaurizio Parton
2020-10-31
Exploring Dynamic Context for Multi-path Trajectory Prediction
| Hao ChengWentong LiaoXuejiao TangMichael Ying YangMonika SesterBodo Rosenhahn
2020-10-30
Seq2Mol: Automatic design of de novo molecules conditioned by the target protein sequences through deep neural networks
Ahmadreza GhanbarpourMarkus A. Lill
2020-10-29
Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model
Mana IhoriRyo MasumuraNaoki MakishimaTomohiro TanakaAkihiko TakashimaShota Orihashi
2020-10-29
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation
Yuanhao Zhuo
2020-10-28
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification
Zhuangzhi ChenHui CuiJingyang XiangKunfeng QiuLiang HuangShilian ZhengShichuan ChenQi XuanXiaoniu Yang
2020-10-28
Acoustic echo cancellation with the dual-signal transformation LSTM network
| Nils L. WesthausenBernd T. Meyer
2020-10-27
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging
Kasturi BhattacharjeeMiguel BallesterosRishita AnubhaiSmaranda MuresanJie MaFaisal LadhakYaser Al-Onaizan
2020-10-27
Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications
Yongqiang WangYangyang ShiFrank ZhangChunyang WuJulian ChanChing-Feng YehAlex Xiao
2020-10-27
Reading Between the Lines: Exploring Infilling in Visual Narratives
Khyathi Raghavi ChanduRuo-Ping DongAlan Black
2020-10-26
T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting
Denghui ZhangYanchi LiuWei ChengBo ZongJingchao NiZhengzhang ChenHaifeng ChenHui Xiong
2020-10-26
Video-based Facial Expression Recognition using Graph Convolutional Networks
Daizong LiuHongting ZhangPan Zhou
2020-10-26
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging
Hojjat SalehinejadEdward HoHui-Ming LinPriscila CrivellaroOleksandra SamorodovaMonica Tafur ArciniegasZamir MeraliSuradech SuthiphosuwanAditya BharathaKristen YeomMuhammad MamdaniJefferson WilsonErrol Colak
2020-10-26
Approximating Aggregated SQL Queries With LSTM Networks
Nir RegevLior RokachAsaf Shabtai
2020-10-25
Transgender Community Sentiment Analysis from Social Media Data: A Natural Language Processing Approach
Mengzhe LiYudan WangYing ZhaoZhixiang Li
2020-10-25
Recurrent Neural Based Electricity Load Forecasting of G-20 Members
Jaymin SuhagiyaDeep RavalSiddhi Vinayak PandeyJeet PatelAyushi GuptaAkshay Srivastava
2020-10-24
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference
Haoyu ZhangDingkun LongGuangwei XuPengjun XieFei HuangJi Wang
2020-10-24
Hierarchical Transformer for Task Oriented Dialog Systems
Bishal SantraPotnuru AnushaPawan Goyal
2020-10-24
Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary
| Stefan GrünewaldAnnemarie FriedrichJonas Kuhn
2020-10-23
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
| Moussa Kamal EddineAntoine J. -P. TixierMichalis Vazirgiannis
2020-10-23
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations
Wen-Chin HuangYi-Chiao WuTomoki HayashiTomoki Toda
2020-10-23
slimIPL: Language-Model-Free Iterative Pseudo-Labeling
Tatiana LikhomanenkoQiantong XuJacob KahnGabriel SynnaeveRonan Collobert
2020-10-22
Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network
Vikas BajpaiAnukriti BansalKshitiz VermaSanjay Agarwal
2020-10-22
Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset
Xie ChenYu WuZhenghao WangShujie LiuJinyu Li
2020-10-22
Learnability and Complexity of Quantum Samples
| Murphy Yuezhen NiuAndrew M. DaiLi LiAugustus OdenaZhengli ZhaoVadim SmelyanskyiHartmut NevenSergio Boixo
2020-10-22
Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks
Mohammad Mahmudur Rahman KhanMd. Abu Bakr SiddiqueShadman SakibAnas AzizIhtyaz Kader TasawarZiad Hossain
2020-10-22
Stock Price Prediction Using CNN and LSTM-Based Deep Learning Models
Sidra MehtabJaydip Sen
2020-10-22
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
Huy Quoc ToKiet Van NguyenNgan Luu-Thuy NguyenAnh Gia-Tuan Nguyen
2020-10-21
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine
Weizhen QiYeyun GongYu YanJian JiaoBo ShaoRuofei ZhangHouqiang LiNan DuanMing Zhou
2020-10-21
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
Yangyang ShiYongqiang WangChunyang WuChing-Feng YehJulian ChanFrank ZhangDuc LeMike Seltzer
2020-10-21
Learning Speaker Embedding from Text-to-Speech
| Jaejin ChoPiotr ZelaskoJesus VillalbaShinji WatanabeNajim Dehak
2020-10-21
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
Wanyun CuiGuangyu ZhengWei Wang
2020-10-16
Few-shot model-based adaptation in noisy conditions
Karol ArndtAli GhadirzadehMurtaza HazaraVille Kyrki
2020-10-16
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
Xing YanWeizhong ZhangLin MaWei LiuQi Wu
2020-10-16
Evaluating Attribution Methods using White-Box LSTMs
| Yiding Hao
2020-10-16
Prediction-Based GNSS Spoofing Attack Detection for Autonomous Vehicles
Sagar DasguptaMizanur RahmanMhafuzul IslamMashrur Chowdhury
2020-10-16
Understanding Neural Abstractive Summarization Models via Uncertainty
| Jiacheng XuShrey DesaiGreg Durrett
2020-10-15
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
| Martin GauchFrederik KratzertDaniel KlotzGrey NearingJimmy LinSepp Hochreiter
2020-10-15
A Graph Neural Network based approach for detecting Suspicious Users on Online Social Media
Shakshi SharmaRajesh Sharma
2020-10-15
Semantic Label Smoothing for Sequence to Sequence Problems
Michal LukasikHimanshu JainAditya Krishna MenonSeungyeon KimSrinadh BhojanapalliFelix YuSanjiv Kumar
2020-10-15
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention
| Aman KhullarUdit Arora
2020-10-15
Recurrent Distributed Reinforcement Learning for Partially Observable Robotic Assembly
Jieliang LuoHui Li
2020-10-15
Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards
Keyang HeBikramjit BanerjeePrashant Doshi
2020-10-15
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli?
Maryam HashemzadehGreta KaufeldMartha WhiteAndrea E. MartinAlona Fyshe
2020-10-14
Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language
| Dan John Velasco
2020-10-13
Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition
Jianrong WangTong WuShanyu WangMei YuQiang FangJu ZhangLi Liu
2020-10-13
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
Ekta SoodSimon TannertDiego FrassinelliAndreas BullingNgoc Thang Vu
2020-10-13
Aspect-based Document Similarity for Research Papers
| Malte OstendorffTerry RuasTill BlumeBela GippGeorg Rehm
2020-10-13
Differential radial basis function network for sequence modelling
Kojo Sarfo GyamfiJames BruseyElena Gaura
2020-10-13
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling
| Rajat PatelFrancis Ferraro
2020-10-12
Discrete Latent Space World Models for Reinforcement Learning
Jan RobineTobias UelwerStefan Harmeling
2020-10-12
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
Ethan WilcoxPeng QianRichard FutrellRyosuke KohitaRoger LevyMiguel Ballesteros
2020-10-12
Improving Compositional Generalization in Semantic Parsing
| Inbar OrenJonathan HerzigNitish GuptaMatt GardnerJonathan Berant
2020-10-12
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation
| Debaditya PalHarsh SharmaKaustubh Chaudhari
2020-10-11
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
| Shauli RavfogelYanai ElazarJacob GoldbergerYoav Goldberg
2020-10-11
A Deep Learning Framework for Predicting Digital Asset Price Movement from Trade-by-trade Data
Qi Zhao
2020-10-11
Automated Concatenation of Embeddings for Structured Prediction
| Xinyu WangYong JiangNguyen BachTao WangZhongqiang HuangFei HuangKewei Tu
2020-10-10
A Model Compression Method with Matrix Product Operators for Speech Enhancement
Xingwei SunZe-Feng GaoZhong-Yi LuJunfeng LiYonghong Yan
2020-10-10
Asset Price Forecasting using Recurrent Neural Networks
| Hamed Vaheb
2020-10-10
Recurrent babbling: evaluating the acquisition of grammar from limited input data
Ludovica PannittoAurélie Herbelot
2020-10-09
Examining the Ordering of Rhetorical Strategies in Persuasive Requests
| Omar ShaikhJiaao ChenJon Saad-FalconDuen Horng ChauDiyi Yang
2020-10-09
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
Xinyu DongJianyuan DengSina RashidianKayley Abell-HartWei HouRichard N RosenthalMary SaltzJoel SaltzFusheng Wang
2020-10-09
gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis
Sunil GundapuRadhika Mamidi
2020-10-09
A Survey of Knowledge-Enhanced Text Generation
| Wenhao YuChenguang ZhuZaitang LiZhiting HuQingyun WangHeng JiMeng Jiang
2020-10-09
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data
Sunil GundapuRadhika Mamidi
2020-10-09
The NU Voice Conversion System for the Voice Conversion Challenge 2020: On the Effectiveness of Sequence-to-sequence Models and Autoregressive Neural Vocoders
Wen-Chin HuangPatrick Lumban TobingYi-Chiao WuKazuhiro KobayashiTomoki Toda
2020-10-09
Retrieve and Refine: Exemplar-based Neural Comment Generation
| Bolin WeiYongmin LiGe LiXin XiaZhi Jin
2020-10-09
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
| Zhen WuChengcan YingFei ZhaoZhifang FanXinyu DaiRui Xia
2020-10-09
AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates
Geoffrey C. FoxGregor von LaszewskiFugang WangSaumyadipta Pyne
2020-10-08
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
Ansel MacLaughlinJwala DhamalaAnoop KumarSriram VenkatapathyRagav VenkatesanRahul Gupta
2020-10-08
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models
Gregory SenayEmmanuelle Salin
2020-10-08
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
Abhishek Singh
2020-10-08
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan ShenYe JiaMike ChrzanowskiYu ZhangIsaac EliasHeiga ZenYonghui Wu
2020-10-08
ELMo and BERT in semantic change detection for Russian
Julia RodinaYuliya TrofimovaAndrey KutuzovEkaterina Artemova
2020-10-07
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
Mengyun ChenTao GeXingxing ZhangFuru WeiMing Zhou
2020-10-07
Improving Context Modeling in Neural Topic Segmentation
Linzi XingBrad HackinenGiuseppe CareniniFrancesco Trebbi
2020-10-07
Theedhum Nandrum@Dravidian-CodeMix-FIRE2020: A Sentiment Polarity Classifier for YouTube Comments with Code-switching between Tamil, Malayalam and English
| BalaSundaraRaman LakshmananSanjeeth Kumar Ravindranath
2020-10-07
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
| Nguyen VoKyumin Lee
2020-10-07
Tackling the Low-resource Challenge for Canonical Segmentation
Manuel MagerÖzlem ÇetinoğluKatharina Kann
2020-10-06
COD3S: Diverse Generation with Discrete Semantic Signatures
| Nathaniel WeirJoão SedocBenjamin Van Durme
2020-10-06
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations
Praveen Kumar BodigutlaAditya TiwariJosep Valls VargasLazaros PolymenakosSpyros Matsoukas
2020-10-06
The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS
| Wen-Chin HuangTomoki HayashiShinji WatanabeTomoki Toda
2020-10-06
LSTMs Compose (and Learn) Bottom-Up
Naomi SaphraAdam Lopez
2020-10-06
Neurally Augmented ALISTA
Freya BehrensJonathan SauderPeter Jung
2020-10-05
Gauravarora@HASOC-Dravidian-CodeMix-FIRE2020: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection
Gaurav Arora
2020-10-05
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
Bo LinBissan GhaddarJatin Nathwani
2020-10-05
Improving AMR Parsing with Sequence-to-Sequence Pre-training
| Dongqin XuJunhui LiMuhua ZhuMin ZhangGuodong Zhou
2020-10-05
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring
| An NguyenSrijeet ChatterjeeSven WeinzierlLeo SchwinnMartin MatznerBjoern Eskofier
2020-10-02
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer
Yufang HuangWentao ZhuDeyi XiongYiye ZhangChangjian HuFeiyu Xu
2020-10-02
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text
Chihiro ShibataKei UchiumiDaichi Mochihashi
2020-10-01
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
| Hanjie ChenYangfeng Ji
2020-10-01
A Deep Learning Framework for COVID Outbreak Prediction
NeerajJimson MathewRanjan Kumar BeheraZenin Easa Panthakkalakath
2020-09-30
Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion
| Che-Jui Chang
2020-09-30
Learning to Compress Videos without Computing Motion
Meixu ChenTodd GoodallAnjul PatneyAlan C. Bovik
2020-09-29
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
| Vihang P. PatilMarkus HofmarcherMarius-Constantin DinuMatthias DorferPatrick M. BliesJohannes BrandstetterJose A. Arjona-MedinaSepp Hochreiter
2020-09-29
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator
| Ferdiant Joshua MuisAyu Purwarianti
2020-09-29
A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese
Huy Duc HuynhHang Thi-Thuy DoKiet Van NguyenNgan Luu-Thuy Nguyen
2020-09-28
Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction
Haoding MengQingcheng ZengXiaoyang FangZhexin Liang
2020-09-28
Conversational Semantic Parsing
Armen AghajanyanJean MaillardAkshat ShrivastavaKeith DiedrickMike HaegerHaoran LiYashar MehdadVes StoyanovAnuj KumarMike LewisSonal Gupta
2020-09-28
Multi-timescale representation learning in LSTM Language Models
Shivangi MahtoVy A. VoJavier S. TurekAlexander G. Huth
2020-09-27
Metaphor Detection using Deep Contextualized Word Embeddings
Shashwat AggarwalRamesh Singh
2020-09-26
Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries
| Yurio WindiatmokoAhmad Fathan HidayatullahRidho Rahmadi
2020-09-25
Focus-Constrained Attention Mechanism for CVAE-based Response Generation
| Zhi CuiYan-ran LiJiayi ZhangJianwei CuiChen WeiBin Wang
2020-09-25
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
| Zhaojiang LinAndrea MadottoGenta Indra WinataPascale Fung
2020-09-25
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
| Ismail Alaoui AbdellaouiSiamak Mehrkanoon
2020-09-23
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction
Xiong Dan
2020-09-22
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Zimeng LyuAbdElRahman ElSaidJoshua KarnsMohamed MkaouerTravis Desell
2020-09-21
Multitask Pointer Network for Multi-Representational Parsing
| Daniel Fernández-GonzálezCarlos Gómez-Rodríguez
2020-09-21
Unsupervised Anomaly Detection on Temporal Multiway Data
Duc NguyenPhuoc NguyenKien DoSantu RanaSunil GuptaTruyen Tran
2020-09-20
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models
Sidra MehtabJaydip SenAbhishek Dutta
2020-09-20
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation
| Fajri KotoIkhwan Koto
2020-09-19
FarsTail: A Persian Natural Language Inference Dataset
| Hossein AmirkhaniMohammad Azari JafariAzadeh AmirakZohreh PourjafariSoroush Faridan JahromiZeinab Kouhkan
2020-09-18
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
| Yichi ZhangZhijian OuHuixin WangJunlan Feng
2020-09-17
Urban Traffic Flow Forecast Based on FastGCRNN
Ya ZhangMingming LuHaifeng Li
2020-09-17
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks
| Alexander GeigerDongyu LiuSarah AlnegheimishAlfredo Cuesta-InfanteKalyan Veeramachaneni
2020-09-16
A Convolutional LSTM based Residual Network for Deepfake Video Detection
Shahroz TariqSangyup LeeSimon S. Woo
2020-09-16
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP
Hao FeiYafeng RenDonghong Ji
2020-09-16
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
| Ranran Haoran ZhangQianying LiuAysa Xuemo FanHeng JiDaojian ZengFei ChengDaisuke KawaharaSadao Kurohashi
2020-09-16
Graph-to-Sequence Neural Machine Translation
Sufeng DuanHai ZhaoRui Wang
2020-09-16
An analysis of deep neural networks for predicting trends in time series data
Kouame Hermann KouassiDeshendran Moodley
2020-09-16
Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet
Victor MakarenkovLior Rokach
2020-09-15
Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network
Selahattin Serdar HelliÇağkan DemirciOnur ÇobanAndaç Hamamci
2020-09-14
Composing Answer from Multi-spans for Reading Comprehension
| Zhuosheng ZhangYiqing ZhangHai ZhaoXi ZhouXiang Zhou
2020-09-14
Span-based Semantic Parsing for Compositional Generalization
Jonathan HerzigJonathan Berant
2020-09-13
Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine
Ramos Janoah HasudunganAyu Purwarianti
2020-09-12
Fine-tuning Pre-trained Contextual Embeddings for Citation Content Analysis in Scholarly Publication
Haihua ChenHuyen Nguyen
2020-09-12
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach
Shreeshiv PatelDvijesh Bhatt
2020-09-12
A Comparison of LSTM and BERT for Small Corpus
Aysu Ezen-Can
2020-09-11
GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation
Yiming LiDa Sun Handason TamSiyue XieXiaxin LiuQiu Fang YingWing Cheong LauDah Ming ChiuShou Zhi Chen
2020-09-11
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger
Devin HoesenAyu Purwarianti
2020-09-11
Multi-modal embeddings using multi-task learning for emotion recognition
Aparna KhareSrinivas ParthasarathyShiva Sundaram
2020-09-10
Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series
Ahmed Ben SaidAbdelkarim ErradiHussein AlyAbdelmonem Mohamed
2020-09-10
Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages
Christopher LiuLaura DominéKevin ChavezRichard Socher
2020-09-09
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People
Maxime De BoisMounîm A. El YacoubiMehdi Ammi
2020-09-08
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People
Maxime De BoisMounîm A. El YacoubiMehdi Ammi
2020-09-08
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
| Devendra Singh SachanManzil ZaheerRuslan Salakhutdinov
2020-09-08
Neural Time-Dependent Partial Differential Equation
Yihao HuTong ZhaoZhiliang XuLizhen Lin
2020-09-08
Forecasting the Leading Indicator of a Recession: The 10-Year minus 3-Month Treasury Yield Spread
Sudiksha Joshi
2020-09-07
Automatic detection of microsleep episodes with deep learning
| Alexander MalafeevAnneke Hertig-GodeschalkDavid R. SchreierJelena SkorucakJohannes MathisPeter Achermann
2020-09-07
Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning
Eric BenhamouDavid SaltielJean-Jacques OhanaJamal Atif
2020-09-07
Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling
Songxiang LiuYuewen CaoDisong WangXixin WuXunying LiuHelen Meng
2020-09-06
KILT: a Benchmark for Knowledge Intensive Language Tasks
| Fabio PetroniAleksandra PiktusAngela FanPatrick LewisMajid YazdaniNicola De CaoJames ThorneYacine JerniteVassilis PlachourasTim RocktäschelSebastian Riedel
2020-09-04
Linguistically inspired morphological inflection with a sequence to sequence model
Eleni MethenitiGuenter NeumannJosef van Genabith
2020-09-04
A Hybrid Deep Learning Model for Arabic Text Recognition
| Mohammad FashaBassam HammoNadim ObeidJabir Widian
2020-09-04
Quantum Long Short-Term Memory
Samuel Yen-Chi ChenShinjae YooYao-Lung L. Fang
2020-09-03
Comparative Evaluation of Pretrained Transfer Learning Models on Automatic Short Answer Grading
| Sasi Kiran GaddipatiDeebul NairPaul G. Plöger
2020-09-02
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows
Yutong BanGuy RosmanThomas WardDaniel HashimotoTaisei KondoHidekazu IwakiOzanan MeirelesDaniela Rus
2020-09-01
PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs
| Debayan BanerjeeDebanjan ChaudhuriMohnish DubeyJens Lehmann
2020-08-31
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition
Wei LiJames QinChung-Cheng ChiuRuoming PangYanzhang He
2020-08-30
Query Focused Multi-document Summarisation of Biomedical Texts
| Diego MollaChristopher JonesVincent Nguyen
2020-08-27
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
Ayoub BagheriT. Katrien J. GroenhofWouter B. VeldhuisPim A. de JongFolkert W. AsselbergsDaniel L. Oberski
2020-08-27
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing
Wei ShenXiaonan HeChuheng ZhangQiang NiWanchun DouYan Wang
2020-08-25
LSTM Networks for Online Cross-Network Recommendations
Dilruk PereraRoger Zimmermann
2020-08-25
YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles
| Jiaxu DaoJin WangXue-jie Zhang
2020-08-24
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning
Sarveswararao VangalaRavi Vadlamani
2020-08-24
Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers
| Yu-Ying LiuJ. Nathan KutzSteven L. Brunton
2020-08-22
HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection
| Meghana BhangeNirant Kasliwal
2020-08-22
A constrained recursion algorithm for batch normalization of tree-sturctured LSTM
Ruo AndoYoshiyasu Takefuji
2020-08-21
Transformer based Multilingual document Embedding model
Wei LiBrian Mak
2020-08-19
Cross-Utterance Language Models with Acoustic Error Sampling
G. SunC. ZhangP. C. Woodland
2020-08-19
Predicting Future Sales of Retail Products using Machine Learning
Devendra SwamiAlay Dilipbhai ShahSubhrajeet K B Ray
2020-08-18
RTFN: Robust Temporal Feature Network
Zhiwen XiaoXin XuHuanlai XingJuan Chen
2020-08-18
WSRNet: Joint Spotting and Recognition of Handwritten Words
George RetsinasGiorgos SfikasPetros Maragos
2020-08-17
The reinforcement learning-based multi-agent cooperative approach for the adaptive speed regulation on a metallurgical pickling line
Anna BogomolovaKseniia KingsepBoris Voskresenskii
2020-08-16
Continuous Speech Separation with Conformer
Sanyuan ChenYu WuZhuo ChenJian WuJinyu LiTakuya YoshiokaChengyi WangShujie LiuMing Zhou
2020-08-13
LAC : LSTM AUTOENCODER with Community for Insider Threat Detection
| Sudipta PaulSubhankar Mishra
2020-08-13
MICE: Mining Idioms with Contextual Embeddings
| Tadej ŠkvorcPolona GantarMarko Robnik-Šikonja
2020-08-13
LSTM Acoustic Models Learn to Align and Pronounce with Graphemes
Arindrima DattaGuanlong ZhaoBhuvana RamabhadranEugene Weinstein
2020-08-13
Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling
Jiacheng LiSiliang TangJuncheng LiJun XiaoFei WuShiLiang PuYueting Zhuang
2020-08-11
Path-Based Reasoning over Heterogeneous Networks for Recommendation via Bidirectional Modeling
| Junwei ZhangMin GaoJunliang YuLinda YangZongwei WangQingyu Xiong
2020-08-10
Bilevel Learning Model Towards Industrial Scheduling
Longkang LiHui-Ling ZhenMingxuan YuanJiawen LuXialiangTongJia ZengJun WangDirk Schnieders
2020-08-10
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
Yexu ZhouYuting GaoYiran HuangMichael HefenbrockTill RiedelMichael Beigl
2020-08-10
Predicting Coordinated Actuated Traffic Signal Change Times using LSTM Neural Networks
Seifeldeen EteifaHesham A. RakhaHoda Eldardiry
2020-08-10
Comparative Analysis of the Hidden Markov Model and LSTM: A Simulative Approach
Manie TadayonGreg Pottie
2020-08-09
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR
| Hayato FutamiHirofumi InagumaSei UenoMasato MimuraShinsuke SakaiTatsuya Kawahara
2020-08-09
SpeedySpeech: Efficient Neural Speech Synthesis
| Jan VainerOndřej Dušek
2020-08-09
Assessing Demographic Bias in Named Entity Recognition
Shubhanshu MishraSijun HeLuca Belli
2020-08-08
Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions
Wilfredo Tovar
2020-08-08
Pretraining Techniques for Sequence-to-Sequence Voice Conversion
Wen-Chin HuangTomoki HayashiYi-Chiao WuHirokazu KameokaTomoki Toda
2020-08-07
Learning Insulin-Glucose Dynamics in the Wild
Andrew C. MillerNicholas J. FotiEmily Fox
2020-08-06
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss
Ziqiang ShiRujie LiuJiqing Han
2020-08-06
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning
| Jin WangJia HuGeyong MinAlbert Y. ZomayaNektarios Georgalas
2020-08-05
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering
Saurabh AdyaVineet GargSiddharth SigtiaPramod SimhaChandra Dhir
2020-08-05
A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction
Shady AhmedSuraj PawarOmer SanAdil RasheedMandar Tabib
2020-08-05
Transmission Map and Atmospheric Light Guided Iterative Updater Network for Single Image Dehazing
Aupendu KarSobhan Kanti DharaDebashis SenPrabir Kumar Biswas
2020-08-04
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images
R. Ganesh BabuK. Uma MaheswariC. ZarroB. D. ParameshachariS. L. Ullo
2020-08-04
Improving One-stage Visual Grounding by Recursive Sub-query Construction
| Zhengyuan YangTianlang ChenLi-Wei WangJiebo Luo
2020-08-03
Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction
Chaofan TaoQinhong JiangLixin DuanPing Luo
2020-08-03
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech
| Tomáš NekvindaOndřej Dušek
2020-08-03
AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods
Ozge Mercanoglu SincanHacer Yalim Keles
2020-08-03
SeqDialN: Sequential Visual Dialog Networks in Joint Visual-Linguistic Representation Space
Liu YangFanqi MengMing-Kuang Daniel WuVicent YingXianchao Xu
2020-08-02
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks
| Mihail BurdujaRadu Tudor IonescuNicolae Verga
2020-08-01
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
| Haocong RaoShihao XuXiping HuJun ChengBin Hu
2020-08-01
Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019
Qian YeXiaohong ChenOnur KalanKaan Ozbay
2020-08-01
Predicting heave and surge motions of a semi-submersible with neural networks
Xiaoxian GuoXiantao ZhangXinliang TianXin LiWenyue Lu
2020-07-31
Language Modelling for Source Code with Transformer-XL
| Thomas DowdellHongyu Zhang
2020-07-31
App-Aware Response Synthesis for User Reviews
Umar FarooqA. B. SiddiqueFuad JamourZhijia ZhaoVagelis Hristidis
2020-07-31
TweepFake: about Detecting Deepfake Tweets
Tiziano FagniFabrizio FalchiMargherita GambiniAntonio MartellaMaurizio Tesconi
2020-07-31
An Investigation on Deep Learning with Beta Stabilizer
Qi LiuTian TanKai Yu
2020-07-31
Future Vector Enhanced LSTM Language Model for LVCSR
Qi LiuYanmin QianKai Yu
2020-07-31
A Study of fastText Word Embedding Effects in Document Classification in Bangla Language
| Pritom MojumderMahmudul HasanMd. Faruque HossainK. M. Azharul Hasan
2020-07-30
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining
| TJ TsaiKevin Ji
2020-07-29
Improving Results on Russian Sentiment Datasets
| Anton GolubevNatalia Loukachevitch
2020-07-28
YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis
| Li YuanJin WangXue-jie Zhang
2020-07-28
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS
Pietro BoccadoroVitanio DanielePietro Di GennaroDomenico LofùPietro Tedeschi
2020-07-27
Active Learning for Video Description With Cluster-Regularized Ensemble Ranking
David M. ChanSudheendra VijayanarasimhanDavid A. RossJohn Canny
2020-07-27
Semi-Supervised Learning with Data Augmentation for End-to-End ASR
Felix WeningerFranco ManaRoberto GemelloJesús Andrés-FerrerPuming Zhan
2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong JieJunbin GaoAndrey VasnevMin-ngoc Tran
2020-07-26
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification
| Ilya DimovVladislav KorzunIvan Smurov
2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui HuangWanyue ZhangAbhijit KunduCaroline PantofaruDavid A. RossThomas FunkhouserAlireza Fathi
2020-07-24
A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News
Yang LiYi Pan
2020-07-23
Host Load Prediction with Bi-directional Long Short-Term Memory in Cloud Computing
Hengheng ShenXuehai Hong
2020-07-23
Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory
Tsung-Ming TaiYun-Jie JhangZhen-Wei LiaoKai-Chung TengWen-Jyi Hwang
2020-07-22
Deep-VFX: Deep Action Recognition Driven VFX for Short Video
Ao LuoNing XieZhijia TaoFeng Jiang
2020-07-22
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
| Jian-Feng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text
| Ayush KumarHarsh AgarwalKeshav BansalAshutosh Modi
2020-07-21
NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
| Zhichao LuKalyanmoy DebErik GoodmanWolfgang BanzhafVishnu Naresh Boddeti
2020-07-20
Unsupervised anomaly detection for discrete sequence healthcare data
Victoria SnorovikhinaAlexey Zaytsev
2020-07-20
Translation Between Waves, wave2wave
Tsuyoshi OkitaHirotaka HachiyaSozo InoueNaonori Ueda
2020-07-20
Detecting the Insider Threat with Long Short Term Memory (LSTM) Neural Networks
Eduardo LopezKamran Sartipi
2020-07-20
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
Yi LiuSahil GargJiangtian NieYang ZhangZehui XiongJiawen KangM. Shamim Hossain
2020-07-19
A Technical Report for VIPriors Image Classification Challenge
Zhipeng LuoGe LiZhiguang Zhang
2020-07-17
Using LSTM and SARIMA Models to Forecast Cluster CPU Usage
| Langston NasholdRayan Krishnan
2020-07-16
Towards Debiasing Sentence Representations
| Paul Pu LiangIrene Mengze LiEmily ZhengYao Chong LimRuslan SalakhutdinovLouis-Philippe Morency
2020-07-16
Logic Constrained Pointer Networks for Interpretable Textual Similarity
| Subhadeep MajiRohan KumarManish BansalKalyani RoyPawan Goyal
2020-07-15
Detecting Deepfake Videos: An Analysis of Three Techniques
Armaan PishoriBrittany RollinsNicolas van HoutenNisha ChatwaniOmar Uraimov
2020-07-15
Fashion-IQ 2020 Challenge 2nd Place Team's Solution
Minchul ShinYoonjae ChoSeongwuk Hong
2020-07-13
Term Revealing: Furthering Quantization at Run Time on Quantized DNNs
H. T. KungBradley McDanelSai Qian Zhang
2020-07-13
Transformer with Depth-Wise LSTM
Hongfei XuQiuhui LiuDeyi XiongJosef van Genabith
2020-07-13
Reconstruction Bottlenecks in Object-Centric Generative Models
| Martin EngelckeOiwi Parker JonesIngmar Posner
2020-07-13
Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]
Jinfeng LiYuliang LiXiaolan WangWang-Chiew Tan
2020-07-11
Investigation of Sentiment Controllable Chatbot
Hung-Yi LeeCheng-Hao HoChien-Fu LinChiung-Chih ChangChih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-Yu Chen
2020-07-11
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification
Chuanshuai ChenJiazhu Dai
2020-07-11
Long Short-Term Memory Spiking Networks and Their Applications
| Ali Lotfi RezaabadSriram Vishwanath
2020-07-09
Accuracy of neural networks for the simulation of chaotic dynamics: precision of training data vs precision of the algorithm
S. BompasB. GeorgeotD. Guéry-Odelin
2020-07-08
Exploring Heterogeneous Information Networks via Pre-Training
Yang FangXiang ZhaoWeidong Xiao
2020-07-07
Meta-active Learning in Probabilistically-Safe Optimization
Mariah L. SchrumMark ConnollyEric ColeMihir GhetiyaRobert GrossMatthew C. Gombolay
2020-07-07
Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism
Tao YangZhixiong NanHe ZhangShitao ChenNanning Zheng
2020-07-06
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method
Fatemeh SerpushMahdi Rezaei
2020-07-06
Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods
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2020-07-03
Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey
Shivaji AlaparthiManit Mishra
2020-07-02
Understanding Road Layout from Videos as a Whole
Buyu LiuBingbing ZhuangSamuel SchulterPan JiManmohan Chandraker
2020-07-02
Bayesian multilingual topic model for zero-shot cross-lingual topic identification
Santosh KesirajuSangeet SagarOndřej GlembekLukáš BurgetSuryakanth V. Gangashetty
2020-07-02
A Joint Model for Document Segmentation and Segment Labeling
Joe BarrowRajiv JainVlad MorariuVarun ManjunathaDouglas OardPhilip Resnik
2020-07-01
Overestimation of Syntactic Representation in Neural Language Models
Jordan KodnerNitish Gupta
2020-07-01
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks
Sinong WangMadian KhabsaHao Ma
2020-07-01
Probing for Referential Information in Language Models
Ionut-Teodor SorodocKristina GulordavaGemma Boleda
2020-07-01
Multi-Cell Compositional LSTM for NER Domain Adaptation
Chen JiaYue Zhang
2020-07-01
Deep Learning-based Online Alternative Product Recommendations at Scale
Mingming GuoNian YanXiquan CuiSan He WuUnaiza AhsanRebecca WestKhalifeh Al Jadda
2020-07-01
Detecting Sarcasm in Conversation Context Using Transformer-Based Models
Adithya AvvaruSanath VobilisettyRadhika Mamidi
2020-07-01
Metaphor Detection Using Contextual Word Embeddings From Transformers
Jerry LiuNathan O{'}HaraAlex RubinerRachel DraelosCynthia Rudin
2020-07-01
Testing the role of metadata in metaphor identification
Egon StemleAlex Onyskoer
2020-07-01
Sarcasm Detection Using an Ensemble Approach
Jens LemmensBen BurtenshawEhsan LotfiIlia MarkovWalter Daelemans
2020-07-01
A Transformer Approach to Contextual Sarcasm Detection in Twitter
Hunter GregorySteven LiPouya MohammadiNatalie TarnRachel DraelosCynthia Rudin
2020-07-01
Statistical Deep Parsing for Spanish Using Neural Networks
Luis ChiruzzoDina Wonsever
2020-07-01
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT
Ashutosh AdhikariAchyudh RamRaphael TangWilliam L. HamiltonJimmy Lin
2020-07-01
A Metric Learning Approach to Misogyny Categorization
Juan Manuel CoriaSahar GhannaySophie RossetHerv{\'e} Bredin
2020-07-01
Supertagging with CCG primitives
Aditya BhargavaGerald Penn
2020-07-01
The IMS--CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
Manuel MagerKatharina Kann
2020-07-01
Token Level Identification of Multiword Expressions Using Contextual Information
REYHANEH HASHEMPOURAline Villavicencio
2020-07-01
A Study on the Influence of Architecture Complexity of RNNs for Intent Classification in E-Commerce Chats in Bahasa Indonesia
Renny Pradina KusumawardaniMuhammad Azzam
2020-07-01
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
Xiexiong LinWeiyu JianJianshan HeTaifeng WangWei Chu
2020-07-01
Simple and Effective Retrieve-Edit-Rerank Text Generation
Nabil HossainMarjan GhazvininejadLuke Zettlemoyer
2020-07-01
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge
Bowen ZhangMin YangXutao LiYunming YeXiaofei XuKuai Dai
2020-07-01
Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction
Zhenkai WeiYu HongBowei ZouMeng ChengJianmin Yao
2020-07-01
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
Rishi BommasaniKelly DavisClaire Cardie
2020-07-01
Clinical Concept Linking with Contextualized Neural Representations
Elliot SchumacherAndriy MulyarMark Dredze
2020-07-01
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models
Pia Sommerauer
2020-07-01
Building a Japanese Typo Dataset from Wikipedia's Revision History
Yu TanakaYugo MurawakiDaisuke KawaharaSadao Kurohashi
2020-07-01
Context-Aware Sarcasm Detection Using BERT
Arup BaruahKaushik DasFerdous BarbhuiyaKuntal Dey
2020-07-01
Character aware models with similarity learning for metaphor detection
Tarun KumarYashvardhan Sharma
2020-07-01
Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era
Agnieszka FalenskaAnders Bj{\"o}rkelundJonas Kuhn
2020-07-01
Data Augmentation for Transformer-based G2P
Zach RyanMans Hulden
2020-07-01
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
Hannah CraigheadAndrew CainesPaula ButteryHelen Yannakoudakis
2020-07-01
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
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2020-07-01