Mapping User Trajectories to Examine Behavior and Outcomes in Digital Health Intervention Data. - Annie T. Chen; Justin H. Chang; Skyler Hallinan; David C. Mohr (VAHC, 2019)

Misinfo Belief Frames: A Case Study on Covid & Climate News. - Saadia Gabriel; Skyler Hallinan; Maarten Sap; Pemi Nguyen; Franziska Roesner; Eunsol Choi; Yejin Choi 001 (CoRR, 2021)

Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines. - Saadia Gabriel; Skyler Hallinan; Maarten Sap; Pemi Nguyen; Franziska Roesner; Eunsol Choi; Yejin Choi 001 (ACL (1), 2022)

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering. - Jiacheng Liu 010; Skyler Hallinan; Ximing Lu; Pengfei He; Sean Welleck; Hannaneh Hajishirzi; Yejin Choi 001 (EMNLP, 2022)

Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts. - Skyler Hallinan; Alisa Liu; Yejin Choi 001; Maarten Sap (ACL (2), 2023)

STEER: Unified Style Transfer with Expert Reinforcement. - Skyler Hallinan; Faeze Brahman; Ximing Lu; Jaehun Jung; Sean Welleck; Yejin Choi 001 (EMNLP (Findings), 2023)

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning. - Ximing Lu; Faeze Brahman; Peter West; Jaehun Jung; Khyathi Raghavi Chandu; Abhilasha Ravichander; Prithviraj Ammanabrolu; Liwei Jiang; Sahana Ramnath; Nouha Dziri; Jillian Fisher; Bill Y. Lin; et al. (EMNLP, 2023)

Self-Refine: Iterative Refinement with Self-Feedback. - Aman Madaan; Niket Tandon; Prakhar Gupta; Skyler Hallinan; Luyu Gao; Sarah Wiegreffe; Uri Alon 002; Nouha Dziri; Shrimai Prabhumoye; Yiming Yang; Shashank Gupta; Bodhisattwa Prasad Majumder; et al. (NeurIPS, 2023)

Self-Refine: Iterative Refinement with Self-Feedback. - Aman Madaan; Niket Tandon; Prakhar Gupta; Skyler Hallinan; Luyu Gao; Sarah Wiegreffe; Uri Alon 002; Nouha Dziri; Shrimai Prabhumoye; Yiming Yang; Sean Welleck; Bodhisattwa Prasad Majumder; et al. (CoRR, 2023)

StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements. - Jillian Fisher; Skyler Hallinan; Ximing Lu; Mitchell L. Gordon; Zaïd Harchaoui; Yejin Choi 001 (EMNLP, 2024)

Tailoring Self-Rationalizers with Multi-Reward Distillation. - Sahana Ramnath; Brihi Joshi; Skyler Hallinan; Ximing Lu; Liunian Harold Li; Aaron Chan; Jack Hessel; Yejin Choi 001; Xiang Ren 001 (ICLR, 2024)

AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text. - Ximing Lu; Melanie Sclar; Skyler Hallinan; Niloofar Mireshghallah; Jiacheng Liu 010; Seungju Han 002; Allyson Ettinger; Liwei Jiang; Khyathi Raghavi Chandu; Nouha Dziri; Yejin Choi 001 (ICLR, 2025)

Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning. - Jaehun Jung; Seungju Han 002; Ximing Lu; Skyler Hallinan; David Acuna; Shrimai Prabhumoye; Mostafa Patwary; Mohammad Shoeybi; Bryan Catanzaro; Yejin Choi 001 (CoRR, 2025)

Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries. - Sahana Ramnath; Anurag Mudgil; Brihi Joshi; Skyler Hallinan; Xiang Ren 001 (CoRR, 2025)

The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage. - Skyler Hallinan; Jaehun Jung; Melanie Sclar; Ximing Lu; Abhilasha Ravichander; Sahana Ramnath; Yejin Choi 001; Sai Praneeth Karimireddy; Niloofar Mireshghallah; Xiang Ren 001 (CoRR, 2025)