Junyi Jessy Li

Improving the Distributional Alignment of LLMs using Supervision ACL 2026 LinkNav: Surfacing Interconnected Information in Scientific Articles ACL 2026 Which course? Discourse! Teaching Discourse and Generation in the Era of LLMs EACL 2026 Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives EACL 2026 Behavioral Analysis of Information Salience in Large Language Models ACL 2025 Is It JUST Semantics? A Case Study of Discourse Particle Understanding in LLMs ACL 2025 SPRI: Aligning Large Language Models with Context-Situated Principles ICML 2025 Detection and Measurement of Syntactic Templates in Generated Text EMNLP 2024 Do *they* mean ‘us’? Interpreting Referring Expression variation under Intergroup Bias EMNLP 2024 FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024 InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL 2024 Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion NAACL 2024 Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024 Sarcasm Detection in a Disaster Context COLING 2024 Which questions should I answer? Salience Prediction of Inquisitive Questions EMNLP 2024 Wrapper Boxes for Faithful Attribution of Model Predictions to Training Data EMNLP 2024 Counterfactual Probing for the Influence of Affect and Specificity on Intergroup Bias ACL 2023 Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion ACL 2023 Elaborative Simplification as Implicit Questions Under Discussion EMNLP 2023 Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models EMNLP 2023 How people talk about each other: Modeling Generalized Intergroup Bias and Emotion EACL 2023 Multilingual Simplification of Medical Texts EMNLP 2023 QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing EMNLP 2023 Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023 Unsupervised Extractive Summarization of Emotion Triggers ACL 2023 Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections EMNLP 2022 Evaluating Factuality in Text Simplification ACL 2022 FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation EMNLP 2022 How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022 Impact of Evaluation Methodologies on Code Summarization ACL 2022 Learning to Describe Solutions for Bug Reports Based on Developer Discussions ACL 2022 longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks. NAACL 2022 Political Ideology and Polarization: A Multi-dimensional Approach NAACL 2022 ProtoTEx: Explaining Model Decisions with Prototype Tensors ACL 2022 SNaC: Coherence Error Detection for Narrative Summarization EMNLP 2022 Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus COLING 2022 The Role of Context and Uncertainty in Shallow Discourse Parsing COLING 2022 Training Dynamics for Text Summarization Models ACL 2022 Using Developer Discussions to Guide Fixing Bugs in Software EMNLP 2022 Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts EMNLP 2022 Deep Just-In-Time Inconsistency Detection Between Comments and Source Code AAAI 2021 Did they answer? Subjective acts and intents in conversational discourse NAACL 2021 Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification ACL 2021 Paragraph-level Simplification of Medical Texts NAACL 2021 Associating Natural Language Comment and Source Code Entities AAAI 2020 Detecting Perceived Emotions in Hurricane Disasters ACL 2020 Discourse Level Factors for Sentence Deletion in Text Simplification AAAI 2020 Help! Need Advice on Identifying Advice EMNLP 2020 Inquisitive Question Generation for High Level Text Comprehension EMNLP 2020 Learning to Update Natural Language Comments Based on Code Changes ACL 2020 Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis EMNLP 2019 Domain Agnostic Real-Valued Specificity Prediction AAAI 2019 Evaluating Discourse in Structured Text Representations ACL 2019 From News to Medical: Cross-domain Discourse Segmentation NAACL 2019 Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation NAACL 2019 Plain English Summarization of Contracts NAACL 2019 Predicting and Analyzing Language Specificity in Social Media Posts AAAI 2019 Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification CoNLL 2019 A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL 2018 Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media COLING 2018 Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions EMNLP 2018 Aggregating and Predicting Sequence Labels from Crowd Annotations ACL 2017 The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection NAACL 2016 Detecting Content-Heavy Sentences: A Cross-Language Case Study EMNLP 2015 Assessing the Discourse Factors that Influence the Quality of Machine Translation ACL 2014 Cross-lingual Discourse Relation Analysis: A corpus study and a semi-supervised classification system COLING 2014