📰 Workshop on NLP for COVID-19 at EMNLP 2020: all accepted papers

55 papers · the most cited first · ← Workshop on NLP for COVID-19 at EMNLP 2020

1. COVIDLies: Detecting COVID-19 Misinformation on Social MediaTamanna Hossain, Robert L. Logan IV, Arjuna Ugarte et al.208 citations · our summary
2. CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management ↗Dan Su, Yan Xu, Tiezheng Yu et al.88 citations
3. Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo ↗Yong Hu, Heyan Huang, Anfan Chen et al.55 citations
4. Answering Questions on COVID-19 in Real-Time ↗Jinhyuk Lee, Sean S. Yi, Minbyul Jeong et al.47 citations
5. TICO-19: the Translation Initiative for COvid-19Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou et al.46 citations · our summary
6. Expressive Interviewing: A Conversational System for Coping with COVID-19 ↗Charles Welch, Allison Lahnala, Veronica Perez-Rosas et al.36 citations
7. Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran using NLP ↗Pedram Hosseini, Poorya Hosseini, David Broniatowski29 citations
8. Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures ↗Lin Miao, Mark Last, Marina Litvak23 citations
9. Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes ↗Hyeju Jang, Emily Rempel, Giuseppe Carenini et al.21 citations
10. Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature ↗Nico Colic, Lenz Furrer, Fabio Rinaldi20 citations
11. Quantifying the Effects of COVID-19 on Mental Health Support Forums ↗Laura Biester, Katie Matton, Janarthanan Rajendran et al.20 citations
12. Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media ↗Shihan Wang, Marijn Schraagen, Erik Tjong Kim Sang et al.17 citations
13. Tracking And Understanding Public Reaction During COVID-19: Saudi Arabia As A Use Case ↗Aseel Addawood, Alhanouf Alsuwailem, Ali Alohali et al.17 citations
14. Collecting Verified COVID-19 Question Answer Pairs ↗Adam Poliak, Max Fleming, Cash Costello et al.16 citations
15. A Multilingual Neural Machine Translation Model for Biomedical Data ↗Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina et al.14 citations
16. Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research ↗David Hardage, Peyman Najafirad14 citations
17. Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature ↗Arantxa Otegi, Jon Ander Campos, Gorka Azkune et al.13 citations
18. Characterizing drug mentions in COVID-19 Twitter Chatter ↗Ramya Tekumalla, Juan M Banda12 citations
19. Explaining the Trump Gap in Social Distancing Using COVID Discourse ↗Austin van Loon, Sheridan Stewart, Brandon Waldon et al.11 citations
20. Temporal Mental Health Dynamics on Social Media ↗Tom Tabak, Matthew Purver11 citations
21. Vapur: A Search Engine to Find Related Protein - Compound Pairs in COVID-19 Literature ↗Abdullatif Köksal, Hilal Dönmez, Rıza Özçelik et al.11 citations
22. COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning ↗Brandon Lwowski, Peyman Najafirad9 citations
23. A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2 ↗Robert Leaman, Zhiyong Lu7 citations
24. Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings ↗Roshan Santosh, H. Andrew Schwartz, Johannes Eichstaedt et al.7 citations
25. Developing a Curated Topic Model for COVID-19 Medical Research Literature ↗Philip Resnik, Katherine E. Goodman, Mike Moran7 citations
26. Identifying pandemic-related stress factors from social-media posts – Effects on students and young-adults ↗Sachin Thukral, Suyash Sangwan, Arnab Chatterjee et al.7 citations
27. COVID-19 Literature Topic-Based Search via Hierarchical NMF ↗Rachel Grotheer, Longxiu Huang, Yihuan Huang et al.6 citations
28. Concept Wikification for COVID-19 ↗Panagiotis Lymperopoulos, Haoling Qiu, Bonan Min6 citations
29. Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments ↗Andrei Mircea6 citations
30. A System for Worldwide COVID-19 Information Aggregation ↗Akiko Aizawa, Frederic Bergeron, Junjie Chen et al.5 citations
31. Frugal neural reranking: evaluation on the Covid-19 literature ↗Tiago Almeida, Sérgio Matos5 citations
32. COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities ↗Marcia Afonso Barros, Andre Lamurias, Diana Sousa et al.4 citations
33. Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration ↗Yulia Otmakhova, Karin Verspoor, Timothy Baldwin et al.4 citations
34. Using the Poly-encoder for a COVID-19 Question Answering System ↗Seolhwa Lee, João Sedoc4 citations
35. AskMe: A LAPPS Grid-based NLP Query and Retrieval System for Covid-19 Literature ↗Keith Suderman, Nancy Ide, Marc Verhagen et al.3 citations
36. CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles ↗Zubair Afzal, Vikrant Yadav, Olga Fedorova et al.2 citations
37. Knowledge Discovery in COVID-19 Research Literature ↗Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares et al.2 citations
38. A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ↗Alec Chapman, Kelly Peterson, Augie Turano et al.
39. CODA-19: Using a Non-Expert Crowd to Annotate Research Aspects on 10,000+ Abstracts in the COVID-19 Open Research Dataset ↗Ting-Hao Kenneth Huang, Chieh-Yang Huang, Chien-Kuang Cornelia Ding et al.
40. CORD-19: The COVID-19 Open Research DatasetLucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar et al.our summary
41. COVID-19 and Arabic Twitter: How can Arab World Governments and Public Health Organizations Learn from Social Media? ↗Lama Alsudias, Paul Rayson
42. COVID-QA: A Question Answering Dataset for COVID-19 ↗Timo Möller, Anthony Reina, Raghavan Jayakumar et al.
43. Cross-language sentiment analysis of European Twitter messages during the COVID-19 pandemic ↗Anna Kruspe, Matthias Häberle, Iona Kuhn et al.
44. Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment ↗Sharon Levy, William Yang Wang
45. Document Classification for COVID-19 Literature ↗Bernal Jiménez Gutiérrez, Juncheng Zeng, Dongdong Zhang et al.
46. Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training ↗Alexander Spangher, Nanyun Peng, Jonathan May et al.
47. Estimating the effect of COVID-19 on mental health: Linguistic indicators of depression during a global pandemic ↗JT Wolohan
48. Exploration of Gender Differences in COVID-19 Discourse on Reddit ↗Jai Aggarwal, Ella Rabinovich, Suzanne Stevenson
49. Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings ↗Debasmita Das, Yatin Katyal, Janu Verma et al.
50. Jennifer for COVID-19: An NLP-Powered Chatbot Built for the People and by the People to Combat Misinformation ↗Yunyao Li, Tyrone Grandison, Patricia Silveyra et al.
51. Measuring Emotions in the COVID-19 Real World Worry Dataset ↗Bennett Kleinberg, Isabelle van der Vegt, Maximilian Mozes
52. NLP-based Feature Extraction for the Detection of COVID-19 Misinformation Videos on YouTube ↗Juan Carlos Medina Serrano, Orestis Papakyriakopoulos, Simon Hegelich
53. Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset ↗Edwin Zhang, Nikhil Gupta, Rodrigo Nogueira et al.
54. Self-supervised context-aware COVID-19 document exploration through atlas grounding ↗Dusan Grujicic, Gorjan Radevski, Tinne Tuytelaars et al.
55. What Are People Asking About COVID-19? A Question Classification Dataset ↗Jerry Wei, Chengyu Huang, Soroush Vosoughi et al.

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