| 2021 | Towards Emotion- and Time-Aware Classification of Tweets to Assist Human Moderation for Suicide Prevention. | Ramit Sawhney, Harshit Joshi, Alicia L. Nobles, Rajiv Ratn Shah |
| 2021 | Variation in Situational Awareness Information due to Selection of Data Source, Summarization Method, and Method Implementation. | Maria Janina Sarol, Ly Dinh, Jana Diesner |
| 2021 | Obtaining insights about nonmedical use of prescription medications from social media via natural language processing. | Abeed Sarker |
| 2021 | The Use of the 'Face with Tears of Joy' Emoji on WhatsApp: A Conversation-Analytical Approach. | Agnese Sampietro |
| 2021 | "Call me sexist, but..." : Revisiting Sexism Detection Using Psychological Scales and Adversarial Samples. | Mattia Samory, Indira Sen, Julian Kohne, Fabian Flck, Claudia Wagner |
| 2021 | On Positive Moderation Decisions. | Mattia Samory |
| 2021 | Assessing Media Bias in Cross-Linguistic and Cross-National Populations. | Allan Sales, Albin Zehe, Leandro Balby Marinho, Adriano Veloso, Andreas Hotho, Janna Omeliyanenko |
| 2021 | Identity Signals in Emoji do not Influence Perception of Factual Truth on Twitter. | Alexander Robertson, Walid Magdy, Sharon Goldwater |
| 2021 | Semantic Journeys: Quantifying Change in Emoji Meaning from 2012-2018. | Alexander Robertson, Farhana Ferdousi Liza, Dong Nguyen, Barbara McGillivray, Scott A. Hale |
| 2021 | Media Cloud: Massive Open Source Collection of Global News on the Open Web. | Hal Roberts, Rahul Bhargava, Linas Valiukas, Dennis Jen, Momin M. Malik, Cindy Bishop, Emily Ndulue, Aashka Dave, Justin Clark, Bruce Etling, Robert Faris, Anushka Shah, Jasmin Rubinovitz, Alexis Hope, Catherine D'Ignazio, Fernando Bermejo, Yochai Benkler, Ethan Zuckerman |
| 2021 | Sudden Attention Shifts on Wikipedia During the COVID-19 Crisis. | Manoel Horta Ribeiro, Kristina Gligoric, Maxime Peyrard, Florian Lemmerich, Markus Strohmaier, Robert West |
| 2021 | The Evolution of the Manosphere across the Web. | Manoel Horta Ribeiro, Jeremy Blackburn, Barry Bradlyn, Emiliano De Cristofaro, Gianluca Stringhini, Summer Long, Stephanie Greenberg, Savvas Zannettou |
| 2021 | YouNiverse: Large-Scale Channel and Video Metadata from English-Speaking YouTube. | Manoel Horta Ribeiro, Robert West |
| 2021 | Measuring Societal Biases from Text Corpora with Smoothed First-Order Co-occurrence. | Navid Rekabsaz, Robert West, James Henderson, Allan Hanbury |
| 2021 | Studying Moral-based Differences in the Framing of Political Tweets. | Markus Reiter-Haas, Simone Kopeinik, Elisabeth Lex |
| 2021 | Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey. | Ammar Rashed, Mcahid Kutlu, Kareem Darwish, Tamer Elsayed, Cansin Bayrak |
| 2021 | Political Discussion is Abundant in Non-political Subreddits (and Less Toxic). | Ashwin Rajadesingan, Ceren Budak, Paul Resnick |
| 2021 | Mapping Moral Valence of Tweets Following The Killing of George Floyd. | J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham |
| 2021 | Exercise? I thought you said 'Extra Fries': Leveraging Sentence Demarcations and Multi-hop Attention for Meme Affect Analysis. | Shraman Pramanick, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2021 | Check Mate: Prioritizing User Generated Multi-Media Content for Fact-Checking. | Tarunima Prabhakar, Anushree Gupta, Kruttika Nadig, Denny George |
| 2021 | How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. | Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova |
| 2021 | The Role of Vulnerability in Mediating the Relationship between Threat Perception and the Use of Face Masks in the Context of COVID-19. | Daniela Perrotta, Emanuele Del Fava, Emilio Zagheni |
| 2021 | Multilingual Contextual Affective Analysis of LGBT People Portrayals in Wikipedia. | Chan Young Park, Xinru Yan, Anjalie Field, Yulia Tsvetkov |
| 2021 | How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User Engagement. | Kunwoo Park, Haewoon Kwak, Jisun An, Sanjay Chawla |
| 2021 | The Media During the Rise of Trump: Identity Politics, Immigration, "Mexican" Demonization and Hate-Crime. | Orestis Papakyriakopoulos, Ethan Zuckerman |