no code implementations • COLING (TextGraphs) 2022 • Paul Trust, Provia Kadusabe, Haseeb Younis, Rosane Minghim, Evangelos Milios, Ahmed Zahran
This paper describes our system for the submission to the TextGraphs 2022 shared task at COLING 2022: Natural Language Premise Selection (NLPS) from mathematical texts.
no code implementations • NAACL (sdp) 2021 • Juan Ramirez-Orta, Evangelos Milios
This paper describes our submission for the LongSumm task in SDP 2021.
no code implementations • 25 Apr 2024 • Sri Harsha Dumpala, Aman Jaiswal, Chandramouli Sastry, Evangelos Milios, Sageev Oore, Hassan Sajjad
This paper introduces the VISLA (Variance and Invariance to Semantic and Lexical Alterations) benchmark, designed to evaluate the semantic and lexical understanding of language models.
1 code implementation • 22 Mar 2024 • Maksym Taranukhin, Vered Shwartz, Evangelos Milios
We present Stance Reasoner, an approach to zero-shot stance detection on social media that leverages explicit reasoning over background knowledge to guide the model's inference about the document's stance on a target.
no code implementations • 19 Mar 2024 • Maksym Taranukhin, Sahithya Ravi, Gabor Lukacs, Evangelos Milios, Vered Shwartz
Recognizing this demand, we present a chatbot to assist passengers and educate them about their rights.
no code implementations • 31 Oct 2023 • Aman Jaiswal, Evangelos Milios
Various complex methods have claimed to overcome this limit, but recent research questions the efficacy of these models across different classification tasks.
no code implementations • 2 Sep 2023 • Xinche Zhang, Evangelos Milios
Topic modeling is pivotal in discerning hidden semantic structures within texts, thereby generating meaningful descriptive keywords.
1 code implementation • 20 Jun 2023 • Juan Ramirez-Orta, Eduardo Xamena, Ana Maguitman, Axel J. Soto, Flavia P. Zanoto, Evangelos Milios
To address this problem, we propose QuOTeS, an interactive system designed to retrieve sentences related to a summary of the research from a collection of potential references and hence assist in the composition of new papers.
no code implementations • 30 Nov 2022 • Qiaodan Luo, Leonardo Christino, Fernando V Paulovich, Evangelos Milios
Dimensionality reduction has become an important research topic as demand for interpreting high-dimensional datasets has been increasing rapidly in recent years.
1 code implementation • 13 Sep 2021 • Juan Ramirez-Orta, Eduardo Xamena, Ana Maguitman, Evangelos Milios, Axel J. Soto
In this paper, we propose a novel method based on character sequence-to-sequence models to correct documents already processed with Optical Character Recognition (OCR) systems.
Optical Character Recognition Optical Character Recognition (OCR)
1 code implementation • 7 Jun 2021 • Ignacio Tampe Palma, Marcelo Mendoza, Evangelos Milios
Our novel approach provides a summary that represents the most relevant aspects of a news item that users comment on, incorporating the social context as a source of information to summarize texts in online social networks.
Abstractive Text Summarization Unsupervised Text Summarization
no code implementations • 12 Apr 2021 • Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando Paulovich, Evangelos Milios
Machine Learning (ML) is widely used to automatically extract meaningful information from Electronic Health Records (EHR) to support operational, clinical, and financial decision-making.
no code implementations • 23 Aug 2020 • Oladapo Oyebode, Chinenye Ndulue, Dinesh Mulchandani, Banuchitra Suruliraj, Ashfaq Adib, Fidelia Anulika Orji, Evangelos Milios, Stan Matwin, Rita Orji
The COVID-19 pandemic has affected people's lives in many ways.
no code implementations • 2 Jul 2020 • Mariano Maisonnave, Fernando Delbianco, Fernando Tohmé, Ana Maguitman, Evangelos Milios
This paper introduces the Ongoing Event Detection (OED) task, which is a specific Event Detection task where the goal is to detect ongoing event mentions only, as opposed to historical, future, hypothetical, or other forms or events that are neither fresh nor current.
1 code implementation • 31 Jan 2020 • Md Rashadul Hasan Rakib, Norbert Zeh, Magdalena Jankowska, Evangelos Milios
Short text clustering is a challenging task due to the lack of signal contained in such short texts.
1 code implementation • 12 Feb 2017 • Ehsan Sherkat, Evangelos Milios
Using deep learning for different machine learning tasks such as image classification and word embedding has recently gained many attentions.
no code implementations • COLING 2016 • Anh Dang, Abidalrahman Moh{'}d, Aminul Islam, Rosane Minghim, Michael Smit, Evangelos Milios
This paper introduces a new large-scale n-gram corpus that is created specifically from social media text.