NLP4COVID@EMNLP

Publications

2020

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020 NLP4COVID@EMNLP (2020)
Hyeju Jang, Emily Rempel, Giuseppe Carenini, Naveed Janjua
Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes. NLP4COVID@EMNLP (2020)
Yong Hu, Heyan Huang, Anfan Chen, Xian-Ling Mao
Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo. NLP4COVID@EMNLP (2020)
Adam Poliak, Max Fleming, Cash Costello, Kenton W. Murray, Mahsa Yarmohammadi, Shivani Pandya, Darius Irani, Milind Agarwal, Udit Sharma, Shuo Sun, Nicola Ivanov, Lingxi Shang, Kaushik Srinivasan, Seolhwa Lee, Xu Han, Smisha Agarwal, João Sedoc
Collecting Verified COVID-19 Question Answer Pairs. NLP4COVID@EMNLP (2020)
Austin Van Loon, Sheridan Stewart, Brandon Waldon, Shrinidhi K. Lakshmikanth, Ishan Shah, Sharath Chandra Guntuku, Garrick Sherman, James Zou, Johannes C. Eichstaedt
Explaining the Trump Gap in Social Distancing Using COVID Discourse. NLP4COVID@EMNLP (2020)
David Hardage, Peyman Najafirad
Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research. NLP4COVID@EMNLP (2020)
Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea
Quantifying the Effects of COVID-19 on Mental Health Support Forums. NLP4COVID@EMNLP (2020)
Nico Colic, Lenz Furrer, Fabio Rinaldi
Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature. NLP4COVID@EMNLP (2020)
Shihan Wang, Marijn Schraagen, Erik Tjong Kim Sang, Mehdi Dastani
Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media. NLP4COVID@EMNLP (2020)
Roshan Santosh, H. Andrew Schwartz, Johannes C. Eichstaedt, Lyle Ungar, Sharath Chandra Guntuku
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings. NLP4COVID@EMNLP (2020)
Sachin Thukral, Suyash Sangwan, Arnab Chatterjee, Lipika Dey
Identifying pandemic-related stress factors from social-media posts - Effects on students and young-adults. NLP4COVID@EMNLP (2020)
Brandon Lwowski, Peyman Najafirad
COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning. NLP4COVID@EMNLP (2020)
Panagiotis Lymperopoulos, Haoling Qiu, Bonan Min
Concept Wikification for COVID-19. NLP4COVID@EMNLP (2020)
Tom Tabak, Matthew Purver
Temporal Mental Health Dynamics on Social Media. NLP4COVID@EMNLP (2020)
Ramya Tekumalla, Juan M. Banda
Characterizing drug mentions in COVID-19 Twitter Chatter. NLP4COVID@EMNLP (2020)
Rachel Grotheer, Longxiu Huang, Yihuan Huang, Alona Kryshchenko, Oleksandr Kryshchenko, Pengyu Li, Xia Li, Elizaveta Rebrova, Kyung Ha, Deanna Needell
COVID-19 Literature Topic-Based Search via Hierarchical NMF. NLP4COVID@EMNLP (2020)
Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea
Expressive Interviewing: A Conversational System for Coping with COVID-19. NLP4COVID@EMNLP (2020)
Tiago Almeida, Sérgio Matos
Frugal neural reranking: evaluation on the Covid-19 literature. NLP4COVID@EMNLP (2020)
Tamanna Hossain, Robert L. Logan IV, Arjuna Ugarte, Yoshitomo Matsubara, Sean Young, Sameer Singh
COVIDLies: Detecting COVID-19 Misinformation on Social Media. NLP4COVID@EMNLP (2020)
Philip Resnik, Katherine E. Goodman, Mike Moran
Developing a Curated Topic Model for COVID-19 Medical Research Literature. NLP4COVID@EMNLP (2020)
Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang
Answering Questions on COVID-19 in Real-Time. NLP4COVID@EMNLP (2020)
Pedram Hosseini, Poorya Hosseini, David A. Broniatowski
Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran using NLP. NLP4COVID@EMNLP (2020)
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, William Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur
TICO-19: the Translation Initiative for COvid-19. NLP4COVID@EMNLP (2020)
Lin Miao, Mark Last, Marina Litvak
Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures. NLP4COVID@EMNLP (2020)
Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Simon Suster
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration. NLP4COVID@EMNLP (2020)
Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
Knowledge Discovery in COVID-19 Research Literature. NLP4COVID@EMNLP (2020)
Keith Suderman, Nancy Ide, Marc Verhagen, Brent Cochran, James Pustejovsky
AskMe: A LAPPS Grid-based NLP Query and Retrieval System for Covid-19 Literature. NLP4COVID@EMNLP (2020)
Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé
A Multilingual Neural Machine Translation Model for Biomedical Data. NLP4COVID@EMNLP (2020)
Zubair Afzal, Vikrant Yadav, Olga Fedorova, Vaishnavi Kandala, Janneke van de Loo, Saber A. Akhondi, Pascal Coupet, George Tsatsaronis
CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles. NLP4COVID@EMNLP (2020)
Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique, Elham J. Barezi, Pascale Fung
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management. NLP4COVID@EMNLP (2020)
Robert Leaman, Zhiyong Lu
A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2. NLP4COVID@EMNLP (2020)
Akiko Aizawa, Frédéric Bergéron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, Takashi Kodama, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong
A System for Worldwide COVID-19 Information Aggregation. NLP4COVID@EMNLP (2020)
Seolhwa Lee, João Sedoc
Using the Poly-encoder for a COVID-19 Question Answering System. NLP4COVID@EMNLP (2020)
Arantxa Otegi, Jon Ander Campos, Gorka Azkune, Aitor Soroa, Eneko Agirre
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature. NLP4COVID@EMNLP (2020)
Andrei Mircea
Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments. NLP4COVID@EMNLP (2020)
Aseel Addawood, Alhanouf Alsuwailem, Ali Alohali, Dalal Alajaji, Mashail Alturki, Jaida Alsuhaibani, Fawziah Aljabli
Tracking And Understanding Public Reaction During COVID-19: Saudi Arabia As A Use Case. NLP4COVID@EMNLP (2020)
Márcia Barros, Andre Lamurias, Diana Sousa, Pedro Ruas, Francisco M. Couto
COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities. NLP4COVID@EMNLP (2020)
Abdullatif Köksal, Hilal Dönmez, Riza Özçelik, Elif Ozkirimli, Arzucan Özgür
Vapur: A Search Engine to Find Related Protein - Compound Pairs in COVID-19 Literature. NLP4COVID@EMNLP (2020)