1 code implementation • ACL 2022 • Yi Feng, Chuanyi Li, Vincent Ng
While significant progress has been made on the task of Legal Judgment Prediction (LJP) in recent years, the incorrect predictions made by SOTA LJP models can be attributed in part to their failure to (1) locate the key event information that determines the judgment, and (2) exploit the cross-task consistency constraints that exist among the subtasks of LJP.
no code implementations • Findings (EMNLP) 2021 • Yi Feng, Ting Wang, Chuanyi Li, Vincent Ng, Jidong Ge, Bin Luo, Yucheng Hu, Xiaopeng Zhang
User targeting is an essential task in the modern advertising industry: given a package of ads for a particular category of products (e. g., green tea), identify the online users to whom the ad package should be targeted.
1 code implementation • 12 Mar 2024 • Ronald B. Liu, Zhe Liu, Max G. A. Wolf, Krishna P. Purohit, Gregor Fritz, Yi Feng, Carsten G. Hansen, Pierre O. Bagnaninchi, Xavier Casadevall i Solvas, Yunjie Yang
Advancements in high-throughput biomedical applications necessitate real-time, large field-of-view (FOV) imaging capabilities.
no code implementations • 29 Feb 2024 • Yi Feng, Yu Ma, Qijun Chen, Ioannis Pitas, Rui Fan
Feature-fusion networks with duplex encoders have proven to be an effective technique to solve the freespace detection problem.
no code implementations • 21 Jan 2024 • Zhiyuan Wu, Yi Feng, Chuang-Wei Liu, Fisher Yu, Qijun Chen, Rui Fan
Hence, in this article, we introduce S$^3$M-Net, a novel joint learning framework developed to perform semantic segmentation and stereo matching simultaneously.
1 code implementation • 23 Dec 2023 • Mingyang Song, Xuelian Geng, Songfang Yao, Shilong Lu, Yi Feng, Liping Jing
Zero-shot keyphrase extraction aims to build a keyphrase extractor without training by human-annotated data, which is challenging due to the limited human intervention involved.
no code implementations • 13 Dec 2023 • Jingwei Yang, Bohuan Xue, Yi Feng, Deming Wang, Rui Fan, Qijun Chen
This article introduces three-filters-to-normal+ (3F2N+), an extension of our previous work three-filters-to-normal (3F2N), with a specific focus on incorporating discontinuity discrimination capability into surface normal estimators (SNEs).
no code implementations • 23 Oct 2023 • Zhou Lan, Ben Liu, Yi Feng, Danhuang Dong, Peng Zhang
This study decomposes the daily electricity consumption series into three components: trend, seasonal, and residual, and constructs a two-stage prediction method using piecewise linear regression as a filter and Dilated Causal CNN as a predictor.
1 code implementation • 3 Oct 2023 • Qiming Xie, Zengzhi Wang, Yi Feng, Rui Xia
We observe that current conversational language models often waver in their judgements when faced with follow-up questions, even if the original judgement was correct.
no code implementations • 29 Jul 2023 • Yi Feng, Ruge Zhang, Jiayuan Du, Qijun Chen, Rui Fan
Additionally, our proposed freespace optical flow model boasts a diverse array of applications within the realm of automated driving, providing a geometric constraint in freespace detection, vehicle localization, and more.
1 code implementation • 24 Apr 2023 • Yi Feng, Bohuan Xue, Ming Liu, Qijun Chen, Rui Fan
Surface normal holds significant importance in visual environmental perception, serving as a source of rich geometric information.
no code implementations • 18 Apr 2023 • Sicen Guo, Jiahang Li, Yi Feng, Dacheng Zhou, Denghuang Zhang, Chen Chen, Shuai Su, Xingyi Zhu, Qijun Chen, Rui Fan
To foster advancements in this burgeoning field, we have launched an online open-source benchmark suite, referred to as UDTIRI.
1 code implementation • 10 Apr 2023 • Zengzhi Wang, Qiming Xie, Yi Feng, Zixiang Ding, Zinong Yang, Rui Xia
Recently, ChatGPT has drawn great attention from both the research community and the public.
1 code implementation • 23 Mar 2023 • Mingyang Song, Haiyun Jiang, Shuming Shi, Songfang Yao, Shilong Lu, Yi Feng, Huafeng Liu, Liping Jing
Based on our findings, we conclude that ChatGPT has great potential for keyphrase generation.
no code implementations • 18 Aug 2022 • Nan Ming, Yi Feng, Rui Fan
The state-of-the-art (SoTA) surface normal estimators (SNEs) generally translate depth images into surface normal maps in an end-to-end fashion.
1 code implementation • NAACL 2022 • Mingyang Song, Yi Feng, Liping Jing
Meanwhile, considering the hierarchical structure hidden in the document, HyperMatch embeds both phrases and documents in the same hyperbolic space via a hyperbolic phrase encoder and a hyperbolic document encoder.
no code implementations • 25 Apr 2022 • Yi Feng, Ioannis Panageas, Xiao Wang
We consider non-convex optimization problems with constraint that is a product of simplices.
no code implementations • 14 Dec 2021 • Mingyang Song, Yi Feng, Liping Jing
Document summarization, as a fundamental task in natural language generation, aims to generate a short and coherent summary for a given document.
no code implementations • 2 Mar 2021 • Jumei Yao, Weiwei Zhu, Richard N. Manchester, William A. Coles, Di Li, Na Wang, Michael Kramer, Daniel R. Stinebring, Yi Feng, Wenming Yan, Chenchen Miao, Mao Yuan, Pei Wang, Jiguang Lu
Observations have shown a strong tendency for alignment of the pulsar space velocity and spin axis in young pulsars but, up to now, these comparisons have been restricted to two dimensions.
Astrophysics of Galaxies
1 code implementation • 23 Dec 2017 • Han He, Lei Wu, Xiaokun Yang, Hua Yan, Zhimin Gao, Yi Feng, George Townsend
To build a concrete study and substantiate the efficiency of our neural architecture, we take Chinese Word Segmentation as a research case example.
1 code implementation • 7 Dec 2017 • Han He, Lei Wu, Hua Yan, Zhimin Gao, Yi Feng, George Townsend
We present a simple yet elegant solution to train a single joint model on multi-criteria corpora for Chinese Word Segmentation (CWS).