EMNLP 2020

1,823 papers

DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers

Meng Ling, Jian Chen

Reconstructing Manual Information Extraction with DB-to-Document Backprojection: Experiments in the Life Science Domain

Mark-Christoph Müller, Sucheta Ghosh, Maja Rey, Ulrike Wittig, Wolfgang Müller

Learning CNF Blocking for Large-scale Author Name Disambiguation

Kunho Kim, Athar Sefid, C. Lee Giles

Effective distributed representations for academic expert search

Mark Berger, Jakub Zavrel, Paul Groth

The impact of preprint servers in the formation of novel ideas

Swarup Satish, Zonghai Yao, Andrew Drozdov, Boris Veytsman

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset

Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep

A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature

Rohan Bhambhoria, Luna Feng, Dawn Sepehr, John Chen, Conner Cowling

Acknowledgement Entity Recognition in CORD-19 Papers

Jian Wu, Pei Wang, Xin Wei, Sarah Rajtmajer, C. Lee Giles

The future of arXiv and knowledge discovery in open science

Steinn Sigurdsson

Overview of the First Workshop on Scholarly Document Processing (SDP)

Muthu Kumar Chandrasekaran, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Eduard Hovy

Multi-Task Learning using Dynamic Task Weighting for Conversational Question Answering

Sarawoot Kongyoung, Craig Macdonald, Iadh Ounis

A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering

Svitlana Vakulenko, Shayne Longpre, Zhucheng Tu, Raviteja Anantha

Slice-Aware Neural Ranking

Gustavo Penha, Claudia Hauff

Differentially Private Language Models Benefit from Public Pre-training

Gavin Kerrigan, Dylan Slack, Jens Tuyls

Surfacing Privacy Settings Using Semantic Matching

Rishabh Khandelwal, Asmit Nayak, Yao Yao, Kassem Fawaz

Identifying and Classifying Third-party Entities in Natural Language Privacy Policies

Mitra Bokaie Hosseini, Pragyan K C, Irwin Reyes, Serge Egelman

A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric

Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier

On Log-Loss Scores and (No) Privacy

Abhinav Aggarwal, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier

WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration

Berk Ekmekci, Blake Howald

User-centered & Robust NLP OSS: Lessons Learned from Developing & Maintaining RSMTool

Nitin Madnani, Anastassia Loukina

TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models

Pasquale Lisena, Ismail Harrando, Oussama Kandakji, Raphael Troncy

TextAttack: Lessons learned in designing Python frameworks for NLP

John Morris, Jin Yong Yoo, Yanjun Qi

SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics

Daniel Deutsch, Dan Roth

iobes: Library for Span Level Processing

Brian Lester

PySBD: Pragmatic Sentence Boundary Disambiguation

Nipun Sadvilkar, Mark Neumann

Pimlico: A toolkit for corpus-processing pipelines and reproducible experiments

Mark Granroth-Wilding

Open-Source Morphology for Endangered Mordvinic Languages

Jack Rueter, Mika Hämäläinen, Niko Partanen

Open Korean Corpora: A Practical Report

Won Ik Cho, Sangwhan Moon, Youngsook Song

KLPT – Kurdish Language Processing Toolkit

Sina Ahmadi

iNLTK: Natural Language Toolkit for Indic Languages

Gaurav Arora

Howl: A Deployed, Open-Source Wake Word Detection System

Raphael Tang, Jaejun Lee, Afsaneh Razi, Julia Cambre, Ian Bicking

Going Beyond T-SNE: Exposing whatlies in Text Embeddings

Vincent Warmerdam, Thomas Kober, Rachael Tatman

fugashi, a Tool for Tokenizing Japanese in Python

Paul McCann

Flexible retrieval with NMSLIB and FlexNeuART

Leonid Boytsov, Eric Nyberg

Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings

Vaibhav Kumar, Tenzin Bhotia

End-to-end NLP Pipelines in Rust

Guillaume Becquin

CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes

Raeid Saqur, Ameet Deshpande

ARBML: Democratizing Arabic Natural Language Processing Tools

Zaid Alyafeai, Maged S. Al-shaibani

A Framework to Assist Chat Operators of Mental Healthcare Services

Thiago Madeira, Heder Bernardino, Jairo Francisco De Souza, Henrique Gomide, Nathália Munck Machado

Analyzing Gender Bias within Narrative Tropes

Dhruvil Gala, Mohammad Omar Khursheed, Hannah Lerner, Brendan O’Connor, Mohit Iyyer

Emoji and Self-Identity in Twitter Bios

Jinhang Li, Giorgos Longinos, Steven Wilson, Walid Magdy

Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling

Mohammadzaman Zamani, H. Andrew Schwartz, Johannes Eichstaedt, Sharath Chandra Guntuku, Adithya Virinchipuram Ganesan

Social media data as a lens onto care-seeking behavior among women veterans of the US armed forces

Kacie Kelly, Alex Fine, Glen Coppersmith

Diachronic Embeddings for People in the News

Felix Hennig, Steven Wilson

Foreigner-directed speech is simpler than native-directed: Evidence from social media

Aleksandrs Berdicevskis

Mapping Local News Coverage: Precise location extraction in textual news content using fine-tuned BERT based language model

Sarang Gupta, Kumari Nishu

Analyzing Political Bias and Unfairness in News Articles at Different Levels of Granularity

Wei-Fan Chen, Khalid Al Khatib, Henning Wachsmuth, Benno Stein

Predicting independent living outcomes from written reports of social workers

Angelika Maier, Philipp Cimiano

Recalibrating classifiers for interpretable abusive content detection

Bertie Vidgen, Scott A. Hale, Sam Staton, Tom Melham, Helen Margetts

Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty

Katherine Keith, Christoph Teichmann, Brendan O’Connor, Edgar Meij

Effects of Anonymity on Comment Persuasiveness in Wikipedia Articles for Deletion Discussions

Yimin Xiao, Lu Xiao

Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings

Katja Geertruida Schmahl, Tom Julian Viering, Stavros Makrodimitris, Arman Naseri Jahfari, David Tax

Text Zoning and Classification for Job Advertisements in German, French and English

Ann-Sophie Gnehm, Simon Clematide

Identifying Worry in Twitter: Beyond Emotion Analysis

Reyha Verma, Christian von der Weth, Jithin Vachery, Mohan Kankanhalli

Unsupervised Anomaly Detection in Parole Hearings using Language Models

Graham Todd, Catalin Voss, Jenny Hong

Viable Threat on News Reading: Generating Biased News Using Natural Language Models

Saurabh Gupta, Hong Huy Nguyen, Junichi Yamagishi, Isao Echizen

Assessing population-level symptoms of anxiety, depression, and suicide risk in real time using NLP applied to social media data

Alex Fine, Patrick Crutchley, Jenny Blase, Joshua Carroll, Glen Coppersmith

I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic

Lynnette Hui Xian Ng, Roy Ka-Wei Lee, Md Rabiul Awal

Does Social Support (Expressed in Post Titles) Elicit Comments in Online Substance Use Recovery Forums?

Anietie Andy, Sharath Chandra Guntuku

Swimming with the Tide? Positional Claim Detection across Political Text Types

Nico Blokker, Erenay Dayanik, Gabriella Lapesa, Sebastian Padó

Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling

Philipp Grandeit, Carolyn Haberkern, Maximiliane Lang, Jens Albrecht, Robert Lehmann

Measuring Linguistic Diversity During COVID-19

Jonathan Dunn, Tom Coupe, Benjamin Adams

Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments

Andrei Mircea

Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research

David Hardage, Peyman Najafirad

Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings

Roshan Santosh, H. Andrew Schwartz, Johannes Eichstaedt, Lyle Ungar, Sharath Chandra Guntuku

Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo

Yong Hu, Heyan Huang, Anfan Chen, Xian-Ling Mao

Using the Poly-encoder for a COVID-19 Question Answering System

Seolhwa Lee, João Sedoc

A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2

Robert Leaman, Zhiyong Lu

Collecting Verified COVID-19 Question Answer Pairs

Adam Poliak, Max Fleming, Cash Costello, Kenton Murray, Mahsa Yarmohammadi

Developing a Curated Topic Model for COVID-19 Medical Research Literature

Philip Resnik, Katherine E. Goodman, Mike Moran

Concept Wikification for COVID-19

Panagiotis Lymperopoulos, Haoling Qiu, Bonan Min

AskMe: A LAPPS Grid-based NLP Query and Retrieval System for Covid-19 Literature

Keith Suderman, Nancy Ide, Marc Verhagen, Brent Cochran, James Pustejovsky

Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature

Nico Colic, Lenz Furrer, Fabio Rinaldi

Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran using NLP

Pedram Hosseini, Poorya Hosseini, David Broniatowski

Characterizing drug mentions in COVID-19 Twitter Chatter

Ramya Tekumalla, Juan M Banda

Tracking And Understanding Public Reaction During COVID-19: Saudi Arabia As A Use Case

Aseel Addawood, Alhanouf Alsuwailem, Ali Alohali, Dalal Alajaji, Mashail Alturki

Identifying pandemic-related stress factors from social-media posts – Effects on students and young-adults

Sachin Thukral, Suyash Sangwan, Arnab Chatterjee, Lipika Dey

Knowledge Discovery in COVID-19 Research Literature

Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo

Vapur: A Search Engine to Find Related Protein - Compound Pairs in COVID-19 Literature

Abdullatif Köksal, Hilal Dönmez, Rıza Özçelik, Elif Ozkirimli, Arzucan Özgür

COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities

Marcia Afonso Barros, Andre Lamurias, Diana Sousa, Pedro Ruas, Francisco M. Couto

Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures

Lin Miao, Mark Last, Marina Litvak

Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes

Hyeju Jang, Emily Rempel, Giuseppe Carenini, Naveed Janjua

Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media

Shihan Wang, Marijn Schraagen, Erik Tjong Kim Sang, Mehdi Dastani

A Multilingual Neural Machine Translation Model for Biomedical Data

Alexandre Berard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé

Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature

Arantxa Otegi, Jon Ander Campos, Gorka Azkune, Aitor Soroa, Eneko Agirre

CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management

Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique, Elham Barezi

A System for Worldwide COVID-19 Information Aggregation

Akiko Aizawa, Frederic Bergeron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi

Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration

Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Simon Suster

COVIDLies: Detecting COVID-19 Misinformation on Social Media

Tamanna Hossain, Robert L. Logan Iv, Arjuna Ugarte, Yoshitomo Matsubara, Sean Young

Explaining the Trump Gap in Social Distancing Using COVID Discourse

Austin Van Loon, Sheridan Stewart, Brandon Waldon, Shrinidhi K Lakshmikanth, Ishan Shah

COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning

Brandon Lwowski, Peyman Najafirad

Quantifying the Effects of COVID-19 on Mental Health Support Forums

Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea

Temporal Mental Health Dynamics on Social Media

Tom Tabak, Matthew Purver

Expressive Interviewing: A Conversational System for Coping with COVID-19

Charles Welch, Allison Lahnala, Veronica Perez-Rosas, Siqi Shen, Sarah Seraj

TICO-19: the Translation Initiative for COvid-19

Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann

COVID-19 Literature Topic-Based Search via Hierarchical NMF

Rachel Grotheer, Longxiu Huang, Yihuan Huang, Alona Kryshchenko, Oleksandr Kryshchenko

Frugal neural reranking: evaluation on the Covid-19 literature

Tiago Almeida, Sérgio Matos

CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles

Zubair Afzal, Vikrant Yadav, Olga Fedorova, Vaishnavi Kandala, Janneke van de Loo

Answering Questions on COVID-19 in Real-Time

Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon

Reasoning Over History: Context Aware Visual Dialog

Muhammad Shah, Shikib Mehri, Tejas Srinivasan