MaartenSap, Anna Jafarpour, Yejin Choi, Noah A. Smith, James W. Pennebaker & Eric Horvitz (2022) Quantifying the narrative flow of imagined versus autobiographical stories. PNAS.
Gregory Park, H Andrew Schwartz, MaartenSap, Margaret L Kern, Evan Weingarten, Johannes C Eichstaedt, Jonah Berger, David J Stillwell, Michal Kosinski, Lyle H Ungar & Martin E P Seligman (2017) Living in the Past, Present, and Future: Measuring Temporal Orientation with Language. Journal of Personality.
Margaret L Kern, Gregory Park, Johannes C Eichstaedt, H Andrew Schwartz, MaartenSap, Laura K, Smith & Lyle H Ungar (2016) Gaining Insights From Social Media Language: Methodologies and Challenges. Psychological Methods.
Johannes C Eichstaedt, H Andrew Schwartz, Margaret L Kern, Gregory Park, Darwin R Labarthe, Raina M Merchant, Sneha Jha, Megha Agrawal, Lukasz A Dziurzynski, MaartenSap, Christopher Weeg, Emily Larson, Lyle H Ungar & Martin E P Seligman (2015) Psychological Language on Twitter Predicts County-level Heart Disease Mortality. Psychological Science 26(2). SAGE Publications. 159--169.
Charlene A Wong, MaartenSap, Hansen Andrew Schwartz, Robert Town, Tom Baker, Lyle Ungar & Raina M Merchant (2015) Twitter Sentiment Predicts Affordable Care Act Marketplace Enrollment. Journal of Medical Internet Research 17(2). JMIR Publications Inc..
Raina M. Merchant, Yoonhee P. Ha, Charlene A. Wong, H. Andrew Schwartz, MaartenSap, Lyle H. Ungar & David A. Asch (2014) The 2013 US Government Shutdown (#Shutdown) and Health: An Emerging Role for Social Media. American Journal of Public Health 2014. e1--e3.
Conference
Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi & MaartenSap (2022) ProsocialDialog: A Prosocial Backbone for Conversational Agents. EMNLP.
MaartenSap, Ronan LeBras, Daniel Fried & Yejin Choi (2022) Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs. EMNLP.
Zhijing Jin, Sydney Levine, Fernando Gonzalez Adauto, Ojasv Kamal, MaartenSap, Mrinmaya Sachan, Rada Mihalcea, Joshua B. Tenenbaum & Bernhard Schölkopf (2022) When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment. NeurIPS.
MaartenSap, Swabha Swayamdipta, Laura Vianna, Xuhui Zhou, Yejin Choi & Noah A. Smith (2022) Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection. NAACL.
Prithviraj Ammanabrolu, Liwei Jiang, MaartenSap, Hanna Hajishirzi, Yejin Choi & Noah A. Smith (2022) Aligning to Social Norms and Values in Interactive Narratives. NAACL.
Thomas Hartvigsen, Saadia Gabriel, Hamid Palangi, MaartenSap, Dipankar Ray & Ece Kamar (2022) ToxiGen: Controlling Language Models to Generate Implied and Adversarial Toxicity. ACL.
Jesse Dodge, MaartenSap, Ana Marasović, William Agnew, Gabriel Ilharco, Dirk Groeneveld, Margaret Mitchell & Matt Gardner (2021) Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus. EMNLP.
Ashutosh Baheti, MaartenSap, Alan Ritter & Mark Riedl (2021) Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts. EMNLP.
Alisa Liu, MaartenSap, Ximing Lu, Swabha Swayamdipta, Chandra Bhagavatula, Noah A. Smith & Yejin Choi (2021) DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts. ACL.
Albert Xu, Eshaan Pathak, Eric Wallace, Suchin, Gururangan, MaartenSap & Dan Klein (2021) Detoxifying Language Models Risks Marginalizing Minority Voices. NAACL.
Xuhui Zhou, MaartenSap, Swabha Swayamdipta, Yejin Choi & Noah A. Smith (2021) Challenges in Automated Debiasing for Toxic Language Detection. EACL.
Xinyao Ma*, MaartenSap*, Hannah Rashkin & Yejin Choi (2020) PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction. EMNLP.
Sam Gehman, Suchin Gururangan, MaartenSap, Yejin Choi & Noah A Smith (2020) RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models. Findings of EMNLP.
Maxwell Forbes, Jena D. Hwang, Vered Shwartz, MaartenSap & Yejin Choi (2020) Social Chemistry 101: Learning to Reason about Social and Moral Norms. EMNLP.
MaartenSap, Eric Horvitz, Yejin Choi, Noah A Smith & James W. Pennebaker (2020) Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models. ACL.
MaartenSap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A Smith & Yejin Choi (2020) Social Bias Frames: Reasoning about Social and Power Implications of Language. ACL.
MaartenSap*, Hannah, Rashkin*, Derek Chen, Ronan LeBras & Yejin Choi (2019) Social IQa: Commonsense Reasoning about Social Interactions. EMNLP.
MaartenSap, Dallas Card, Saadia Gabriel, Yejin Choi & Noah A Smith (2019) The Risk of Racial Bias in Hate Speech Detection. ACL.
Antoine Bosselut, Hannah Rashkin, MaartenSap, Chaitanya Malaviya, Asli Celikyilmaz & Yejin Choi (2019) COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. ACL.
MaartenSap, Ronan LeBras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A Smith & Yejin Choi (2019) ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning. AAAI.
Hannah Rashkin, Antoine Bosselut, MaartenSap, Kevin Knight & Yejin Choi (2018) Modeling Naive Psychology of Characters in Simple Commonsense Stories. ACL.
Hannah Rashkin*, MaartenSap*, Emily Allaway, Noah A. Smith & Yejin Choi (2018) Event2Mind: Commonsense Inference on Events, Intents, and Reactions. ACL.
MaartenSap, Marcella Cindy Prasetio, Ari Holtzman, Hannah Rashkin & Yejin Choi (2017) Connotation Frames of Power and Agency in Modern Films. EMNLP.
Roy Schwartz, MaartenSap, Ioannis Konstas, Li Zilles, Yejin Choi & Noah A Smith (2017) The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task. CoNLL.
H. Andrew Schwartz, Gregory Park, MaartenSap, Evan Weingarten, Johannes Eichstaedt, Margaret Kern, David Stillwell, Michal Kosinski, Jonah Berger, Martin Seligman & Lyle Ungar (2015) Extracting Human Temporal Orientation from Facebook Language. NAACL.
MaartenSap, Gregory Park, Johannes C. Eichstaedt, Margaret L. Kern, David J. Stillwell, Michal Kosinski, Lyle H. Ungar & Hansen Andrew Schwartz (2014) Developing Age and Gender Predictive Lexica over Social Media. EMNLP.
Workshop
Zhilin Wang, Anna Jafarpour & MaartenSap (2022) Uncovering Surprising Event Boundaries in Narratives. Workshop on Narrative Understanding.
Tal August, MaartenSap, Elizabeth Clark, Katharina Reinecke & Noah A. Smith (2020) Exploring the Effect of Author and Reader Identity in Online Story Writing: the StoriesInTheWild Corpus. Workshop on Narrative Understanding, Storylines, and Events (NUSE)@ ACL.
Roy Schwartz, MaartenSap, Ioannis Konstas, Li Zilles, Yejin Choi & Noah A Smith (2017) Story Cloze task: UW NLP System. EACL Workshop LSD Sem. 52--55.
Daniel Preotiuc-Pietro, MaartenSap, H Andrew Schwartz & Lyle Ungar (2015) Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task. NAACL Workshop on CLPsych.
Daniel Preotiuc-Pietro, Johannes Eichstaedt, Gregory Park, MaartenSap, Laura Smith, Victoria Tobolsky, H Andrew Schwartz & Lyle Ungar (2015) The Role of Personality, Age and Gender in Tweeting about Mental Illnesses. NAACL Workshop on CLPsych.
H Andrew Schwartz, Johannes Eichstaedt, Margaret L Kern, Gregory Park, MaartenSap, David Stillwell, Michal Kosinski & Lyle Ungar (2014) Towards Assessing Changes in Degree of Depression through Facebook. ACL Workshop on CLPsych. 118--125.
Demo
Hao Fang, Hao Cheng, MaartenSap, Elizabeth Clark, Ariel Holtzman, Yejin Choi, Noah A Smith & Mari Ostendorf (2018) Sounding Board: A User-Centric and Content-Driven Social Chatbot. NAACL System Demonstrations.
H Andrew Schwartz, Salvatore Giorgi, MaartenSap, Patrick Crutchley, Lyle Ungar & Johannes Eichstaedt (2017) DLATK: Differential Language Analysis ToolKit. EMNLP System Demonstrations. 55--60.
Other
MaartenSap (2021) Positive AI with Social Commonsense Models.
Hao Fang, Hao Cheng, Elizabeth Clark, Ariel Holtzman, MaartenSap, Mari Ostendorf, Yejin Choi & Noah A Smith (2017) Sounding Board - University of Washington’s Alexa Prize Submission. Alexa Prize Proceedings.
H Andrew Schwartz, MaartenSap, Margaret L Kern, Johannes C Eichstaedt, Adam Kapelner, Megha Agrawal, Eduardo Blanco, Lukasz Dziurzynski, Gregory Park, David Stillwell, Michal Kosinski, Martin E P Seligman & Lyle H Ungar (2016) Predicting individual well-being through the language of social media. Biocomputing 2016: Proceedings of the Pacific Symposium. 516--527.
Preprint
Hyunwoo Kim, Jack Hessel, Liwei Jiang, Ximing Lu, Youngjae Yu, Pei Zhou, Ronan Le Bras, Malihe Alikhani, Gunhee Kim, MaartenSap & Yejin Choi (2022) SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization. arXiv.
Skyler Hallinan, Alisa Liu, Yejin Choi & MaartenSap (2022) Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts. arXiv.
Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula, Le Bras Ronan, Maxwell Forbes, Jon Borchardt, Jenny Liang, Oren Etzioni, MaartenSap & Yejin Choi (2021) Delphi: Towards Machine Ethics and Norms. arXiv.