| 2026 | ACL | Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine. | Sebastian Antony Joseph, Lily Chen, Barry Wei, Michael Mackert, Iain James Marshall, Paul Pu Liang, Ramez Kouzy, Byron C. Wallace, Junyi Jessy Li |
| 2026 | ACL | LinkNav: Surfacing Interconnected Information in Scientific Articles. | Sebastian Antony Joseph, Jennifer Healey, Junyi Jessy Li, Ani Nenkova |
| 2026 | ACL | Improving the Distributional Alignment of LLMs using Supervision. | Gauri Kambhatla, Sanjana Gautam, Angela Zhang, Alexander Liu, Ravi Srinivasan, Junyi Jessy Li, Matthew Lease |
| 2026 | ACL | Faithfulness vs. Safety: Evaluating LLM Behavior Under Counterfactual Medical Evidence. | Kaijie Mo, Siddhartha Venkatayogi, Chantal Shaib, Ramez Kouzy, Wei Xu, Byron C. Wallace, Junyi Jessy Li |
| 2026 | EACL | Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives. | Daniel Brubaker, William Sheffield, Junyi Jessy Li, Kanishka Misra |
| 2025 | ACL | Is It JUST Semantics? A Case Study of Discourse Particle Understanding in LLMs. | William Berkeley Sheffield, Kanishka Misra, Valentina Pyatkin, Ashwini Deo, Kyle Mahowald, Junyi Jessy Li |
| 2025 | ACL | Behavioral Analysis of Information Salience in Large Language Models. | Jan Trienes, Jrg Schltterer, Junyi Jessy Li, Christin Seifert |
| 2025 | ICML | SPRI: Aligning Large Language Models with Context-Situated Principles. | Hongli Zhan, Muneeza Azmat, Raya Horesh, Junyi Jessy Li, Mikhail Yurochkin |
| 2025 | ICSE | exLong: Generating Exceptional Behavior Tests with Large Language Models. | Jiyang Zhang, Yu Liu, Pengyu Nie, Junyi Jessy Li, Milos Gligoric |
| 2024 | ACII | Large Language Models Produce Responses Perceived to be Empathic. | Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong |
| 2024 | ACL | FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence. | Sebastian Joseph, Lily Chen, Jan Trienes, Hannah Louisa Gke, Monika Coers, Wei Xu, Byron C. Wallace, Junyi Jessy Li |
| 2024 | ACL | InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification. | Jan Trienes, Sebastian Joseph, Jrg Schltterer, Christin Seifert, Kyle Lo, Wei Xu, Byron C. Wallace, Junyi Jessy Li |
| 2024 | COLING | Sarcasm Detection in a Disaster Context. | Tiberiu Sosea, Junyi Jessy Li, Cornelia Caragea |
| 2024 | EMNLP | Do *they* mean 'us'? Interpreting Referring Expression variation under Intergroup Bias. | Venkata S. Govindarajan, Matianyu Zang, Kyle Mahowald, David Beaver, Junyi Jessy Li |
| 2024 | EMNLP | Detection and Measurement of Syntactic Templates in Generated Text. | Chantal Shaib, Yanai Elazar, Junyi Jessy Li, Byron C. Wallace |
| 2024 | EMNLP | Learning to Refine with Fine-Grained Natural Language Feedback. | Manya Wadhwa, Xinyu Zhao, Junyi Jessy Li, Greg Durrett |
| 2024 | EMNLP | Which questions should I answer? Salience Prediction of Inquisitive Questions. | Yating Wu, Ritika Mangla, Alex Dimakis, Greg Durrett, Junyi Jessy Li |
| 2024 | NAACL | Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion. | Smriti Singh, Cornelia Caragea, Junyi Jessy Li |
| 2023 | ACL | Counterfactual Probing for the Influence of Affect and Specificity on Intergroup Bias. | Venkata Subrahmanyan Govindarajan, David Beaver, Kyle Mahowald, Junyi Jessy Li |
| 2023 | ACL | Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion. | Wei-Jen Ko, Yating Wu, Cutter Dalton, Dananjay Srinivas, Greg Durrett, Junyi Jessy Li |
| 2023 | ACL | Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success). | Chantal Shaib, Millicent L. Li, Sebastian Joseph, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace |
| 2023 | ACL | Unsupervised Extractive Summarization of Emotion Triggers. | Tiberiu Sosea, Hongli Zhan, Junyi Jessy Li, Cornelia Caragea |
| 2023 | EACL | How people talk about each other: Modeling Generalized Intergroup Bias and Emotion. | Venkata Subrahmanyan Govindarajan, Katherine Atwell, Barea Sinno, Malihe Alikhani, David Beaver, Junyi Jessy Li |
| 2023 | EMNLP | Multilingual Simplification of Medical Texts. | Sebastian Joseph, Kathryn Kazanas, Keziah Reina, Vishnesh J. Ramanathan, Wei Xu, Byron C. Wallace, Junyi Jessy Li |
| 2023 | EMNLP | QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing. | Yating Wu, Ritika Mangla, Greg Durrett, Junyi Jessy Li |
| 2023 | EMNLP | Elaborative Simplification as Implicit Questions Under Discussion. | Yating Wu, William Sheffield, Kyle Mahowald, Junyi Jessy Li |
| 2023 | EMNLP | Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models. | Hongli Zhan, Desmond C. Ong, Junyi Jessy Li |
| 2023 | ICSE | Learning Deep Semantics for Test Completion. | Pengyu Nie, Rahul Banerjee, Junyi Jessy Li, Raymond J. Mooney, Milos Gligoric |
| 2022 | ACL | ProtoTEx: Explaining Model Decisions with Prototype Tensors. | Anubrata Das, Chitrank Gupta, Venelin Kovatchev, Matthew Lease, Junyi Jessy Li |
| 2022 | ACL | Evaluating Factuality in Text Simplification. | Ashwin Devaraj, William Sheffield, Byron C. Wallace, Junyi Jessy Li |
| 2022 | ACL | Training Dynamics for Text Summarization Models. | Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett |
| 2022 | ACL | Impact of Evaluation Methodologies on Code Summarization. | Pengyu Nie, Jiyang Zhang, Junyi Jessy Li, Raymond J. Mooney, Milos Gligoric |
| 2022 | ACL | Learning to Describe Solutions for Bug Reports Based on Developer Discussions. | Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney |
| 2022 | ACL | How Do We Answer Complex Questions: Discourse Structure of Long-form Answers. | Fangyuan Xu, Junyi Jessy Li, Eunsol Choi |
| 2022 | COLING | The Role of Context and Uncertainty in Shallow Discourse Parsing. | Katherine Atwell, Remi Choi, Junyi Jessy Li, Malihe Alikhani |
| 2022 | COLING | Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus. | Zachary W. Taylor, Maximus H. Chu, Junyi Jessy Li |
| 2022 | COMAD | Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems. | Anubha Kabra, Mehar Bhatia, Yaman Kumar Singla, Junyi Jessy Li, Rajiv Ratn Shah |
| 2022 | EMNLP | SNaC: Coherence Error Detection for Narrative Summarization. | Tanya Goyal, Junyi Jessy Li, Greg Durrett |
| 2022 | EMNLP | FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation. | Tanya Goyal, Junyi Jessy Li, Greg Durrett |
| 2022 | EMNLP | Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections. | Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett, Junyi Jessy Li |
| 2022 | EMNLP | Using Developer Discussions to Guide Fixing Bugs in Software. | Sheena Panthaplackel, Milos Gligoric, Junyi Jessy Li, Raymond J. Mooney |
| 2022 | EMNLP | Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts. | Hongli Zhan, Tiberiu Sosea, Cornelia Caragea, Junyi Jessy Li |
| 2022 | LREC | Emotion analysis and detection during COVID-19. | Tiberiu Sosea, Chau Pham, Alexander Tekle, Cornelia Caragea, Junyi Jessy Li |
| 2022 | NAACL | Political Ideology and Polarization: A Multi-dimensional Approach. | Barea Sinno, Bernardo Oviedo, Katherine Atwell, Malihe Alikhani, Junyi Jessy Li |
| 2021 | AAAI | Deep Just-In-Time Inconsistency Detection Between Comments and Source Code. | Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney |
| 2021 | ACL | Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification. | Neha Srikanth, Junyi Jessy Li |
| 2021 | ICSE | Roosterize: Suggesting Lemma Names for Coq Verification Projects Using Deep Learning. | Pengyu Nie, Karl Palmskog, Junyi Jessy Li, Milos Gligoric |
| 2021 | NAACL | Paragraph-level Simplification of Medical Texts. | Ashwin Devaraj, Iain James Marshall, Byron C. Wallace, Junyi Jessy Li |
| 2021 | NAACL | Did they answer? Subjective acts and intents in conversational discourse. | Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk |
| 2021 | SIGdial | Where Are We in Discourse Relation Recognition? | Katherine Atwell, Junyi Jessy Li, Malihe Alikhani |
| 2021 | SIGdial | Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue. | Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li |
| 2020 | AAAI | Associating Natural Language Comment and Source Code Entities. | Sheena Panthaplackel, Milos Gligoric, Raymond J. Mooney, Junyi Jessy Li |
| 2020 | AAAI | Discourse Level Factors for Sentence Deletion in Text Simplification. | Yang Zhong, Chao Jiang, Wei Xu, Junyi Jessy Li |
| 2020 | ACL | Detecting Perceived Emotions in Hurricane Disasters. | Shrey Desai, Cornelia Caragea, Junyi Jessy Li |
| 2020 | ACL | Learning to Update Natural Language Comments Based on Code Changes. | Sheena Panthaplackel, Pengyu Nie, Milos Gligoric, Junyi Jessy Li, Raymond J. Mooney |
| 2020 | CADE | Deep Generation of Coq Lemma Names Using Elaborated Terms. | Pengyu Nie, Karl Palmskog, Junyi Jessy Li, Milos Gligoric |
| 2020 | EMNLP | Help! Need Advice on Identifying Advice. | Venkata Subrahmanyan Govindarajan, Benjamin T. Chen, Rebecca Warholic, Katrin Erk, Junyi Jessy Li |
| 2020 | EMNLP | Inquisitive Question Generation for High Level Text Comprehension. | Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, Junyi Jessy Li |
| 2020 | INLG | Assessing Discourse Relations in Language Generation from GPT-2. | Wei-Jen Ko, Junyi Jessy Li |
| 2020 | LREC | An Annotated Dataset of Discourse Modes in Hindi Stories. | Swapnil Dhanwal, Hritwik Dutta, Hitesh Nankani, Nilay Shrivastava, Yaman Kumar, Junyi Jessy Li, Debanjan Mahata, Rakesh Gosangi, Haimin Zhang, Rajiv Ratn Shah, Amanda Stent |
| 2019 | AAAI | Predicting and Analyzing Language Specificity in Social Media Posts. | Yifan Gao, Yang Zhong, Daniel Preotiuc-Pietro, Junyi Jessy Li |
| 2019 | AAAI | Domain Agnostic Real-Valued Specificity Prediction. | Wei-Jen Ko, Greg Durrett, Junyi Jessy Li |
| 2019 | ACL | Evaluating Discourse in Structured Text Representations. | Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk |
| 2019 | CoNLL | Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification. | Hsin-Ping Huang, Junyi Jessy Li |
| 2019 | EMNLP | Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis. | Shrey Desai, Barea Sinno, Alex Rosenfeld, Junyi Jessy Li |
| 2019 | NAACL | Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation. | Wei-Jen Ko, Greg Durrett, Junyi Jessy Li |
| 2018 | AAAI | Natural Language Processing and Program Analysis for Supporting Todo Comments as Software Evolves. | Pengyu Nie, Junyi Jessy Li, Sarfraz Khurshid, Raymond J. Mooney, Milos Gligoric |
| 2018 | ACL | A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. | Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace |
| 2018 | COLING | Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media. | Isabel Cachola, Eric Holgate, Daniel Preotiuc-Pietro, Junyi Jessy Li |
| 2018 | EMNLP | Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions. | Eric Holgate, Isabel Cachola, Daniel Preotiuc-Pietro, Junyi Jessy Li |
| 2017 | ACL | Aggregating and Predicting Sequence Labels from Crowd Annotations. | An Thanh Nguyen, Byron C. Wallace, Junyi Jessy Li, Ani Nenkova, Matthew Lease |
| 2016 | AAAI | Estimating Text Intelligibility via Information Packaging Analysis. | Junyi Jessy Li |
| 2016 | LREC | Improving the Annotation of Sentence Specificity. | Junyi Jessy Li, Bridget O'Daniel, Yi Wu, Wenli Zhao, Ani Nenkova |
| 2016 | NAACL | The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection. | Junyi Jessy Li, Ani Nenkova |
| 2016 | SIGdial | The Role of Discourse Units in Near-Extractive Summarization. | Junyi Jessy Li, Kapil Thadani, Amanda Stent |
| 2015 | AAAI | Fast and Accurate Prediction of Sentence Specificity. | Junyi Jessy Li, Ani Nenkova |
| 2015 | EMNLP | Detecting Content-Heavy Sentences: A Cross-Language Case Study. | Junyi Jessy Li, Ani Nenkova |
| 2014 | ACL | Assessing the Discourse Factors that Influence the Quality of Machine Translation. | Junyi Jessy Li, Marine Carpuat, Ani Nenkova |
| 2014 | COLING | Cross-lingual Discourse Relation Analysis: A corpus study and a semi-supervised classification system. | Junyi Jessy Li, Marine Carpuat, Ani Nenkova |
| 2014 | SIGdial | Addressing Class Imbalance for Improved Recognition of Implicit Discourse Relations. | Junyi Jessy Li, Ani Nenkova |
| 2014 | SIGdial | Reducing Sparsity Improves the Recognition of Implicit Discourse Relations. | Junyi Jessy Li, Ani Nenkova |