@article{zhang2025reasoning,
        author={Anqi Zhang and Yulin Chen and Jane Pan and Chen Zhao and Aurojit Panda and Jinyang Li and He He},
        title={Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification},
        journal={arXiv:2504.05419},
        year={2025}
}

@inproceedings{saparov2025search,
        author={Abulhair Saparov and Srushti Pawar and Shreyas Pimpalgaonkar and Nitish Joshi and Richard Yuanzhe Pang and Vishakh Padmakumar and Seyed Mehran Kazemi and Najoung Kim and He He},
        title={Transformers Struggle to Learn to Search},
        booktitle={International Conference on Learning Representations (ICLR)},
        year={2025}
}

@inproceedings{wen2025language,
        author={Jiaxin Wen and Ruiqi Zhong and Akbir Khan and Ethan Perez and Jacob Steinhardt and Minlie Huang and Sam Boman and He He and Shi Feng},
        title={Language Models Learn to Mislead Humans via RLHF},
        booktitle={International Conference on Learning Representations (ICLR)},
        year={2025}
}

@inproceedings{chen2024parallel,
        author={Yanda Chen and Chen Zhao and Zhou Yu and Kathleen McKeown and He He},
        title={Parallel Structures in Pre-training Data Yield In-Context Learning},
        booktitle={Association for Computational Linguistics (ACL)},
        year={2024}
}

@article{trinh2024geometry,
        author={Trieu Trinh and Yuhuai Wu and Quoc V Le and He He and Thang Luong},
        title={Solving Olympiad Geometry without Human Demonstrations},
        journal={Nature},
        volume={625},
        pages={476--482},
        year={2024}
}

@inproceedings{joshi2024persona,
        author={Nitish Joshi and Javier Rando and Abulhair Saparov and Najoung Kim and He He},
        title={Personas as a Way to Model Truthfulness in Language Models},
        booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
        year={2024}
}

@inproceedings{padmakumar2024writing,
        author={Vishakh Padmakumar and He He},
        title={Does Writing with Language Models Reduce Content Diversity?},
        booktitle={International Conference on Learning Representations (ICLR)},
        year={2024}
}

@inproceedings{chen2024do,
        author={Yanda Chen and Ruiqi Zhong and Narutatsu Ri and Chen Zhao and He He and Jacob Steinhardt and Zhou Yu and Kathleen McKeown},
        title={Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations },
        booktitle={International Conference on Machine Learning (ICML)},
        year={2024}
}

@inproceedings{saparov2023testing,
        author={Abulhair Saparov and Richard Yuanzhe Pang and Vishakh Padmakumar and Nitish Joshi and Seyed Mehran Kazemi and Najoung Kim and He He},
        title={Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples},
        booktitle={Neural Information Processing Systems (NeurIPS)},
        year={2023}
}

@inproceedings{pang2023reward,
        author={Richard Yuanzhe Pang and Vishakh Padmakumar and Thibault Sellam and Ankur P Parikh and He He},
        title={Reward Gaming in Conditional Text Generation},
        booktitle={Association for Computational Linguistics (ACL)},
        year={2023}
}

@inproceedings{padmakumar2023extrapolative,
        author={Vishakh Padmakumar and Richard Yuanzhe Pang and He He and Ankur P Parikh},
        title={Extrapolative Controlled Sequence Generation via Iterative Refinement },
        booktitle={International Conference on Machine Learning (ICML)},
        year={2023}
}

@inproceedings{saparov2023language,
        author={Abulhair Saparov and He He},
        title={Language Models are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought},
        booktitle={International Conference on Learning Representations (ICLR)},
        year={2023}
}

@inproceedings{joshi2022all,
        author={Nitish Joshi and Xiang Pan and He He},
        title={Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens},
        booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
        year={2022}
}

@inproceedings{chen2022meta,
        author={Yanda Chen and Ruiqi Zhong and Sheng Zha and George Karypis and He He},
        title={Meta-learning via Language Model In-context Tuning},
        booktitle={Association for Computational Linguistics (ACL)},
        year={2022}
}

@inproceedings{joshi2022investigation,
        author={Nitish Joshi and He He},
        title={An Investigation of the (In)effectiveness of Counterfactually Augmented Data},
        booktitle={Association for Computational Linguistics (ACL)},
        year={2022}
}

@inproceedings{pang2021text,
        author={Richard Yuanzhe Pang and He He},
        title={Text Generation by Learning from Demonstrations},
        booktitle={International Conference on Learning Representations (ICLR)},
        year={2021}
}

@article{tu2020empirical,
        author={Lifu Tu and Garima Lalwani and Spandana Gella and He He},
        title={An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models},
        journal={TACL},
        volume={8},
        pages={},
        year={2020}
}

@inproceedings{durmus2020feqa,
        author={Esin Durmus and He He and Mona Diab},
        title={FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization},
        booktitle={Association for Computational Linguistics (ACL)},
        year={2020}
}

@inproceedings{he2019unlearn,
        author={He He and Sheng Zha and Haohan Wang},
        title={Unlearn Dataset Bias for Natural Language Inference by Fitting the Residual},
        booktitle={EMNLP Workshop on DeepLo},
        year={2019}
}

@inproceedings{he2019pun,
        author={He He and Nanyun Peng and Percy Liang},
        title={Pun Generation with Surprise},
        booktitle={North American Chapter of the Association for Computational Linguistics (NAACL)},
        year={2019}
}

@inproceedings{he2018decouple,
        author={He He and Derek Chen and Anusha Balakrishnan and Percy Liang},
        title={Decoupling Strategy and Generation in Negotiation Dialogues},
        booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
        year={2018}
}

@inproceedings{choi2018quac,
        author={Eunsol Choi and He He and Mohit Iyyer and Mark Yatskar and Wen-tau Yih and Yejin Choi and Percy Liang and Luke Zettlemoyer},
        title={QuAC: Question Answering in Context},
        booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
        year={2018}
}

@inproceedings{khandelwal2018lm,
        author={Urvashi Khandelwal and He He and Peng Qi and Dan Jurafsky},
        title={Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context},
        booktitle={Association for Computational Linguistics (ACL)},
        year={2018}
}

@inproceedings{li2018style,
        author={Juncen Li and Robin Jia and He He and Percy Liang},
        title={Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer},
        booktitle={North American Chapter of the Association for Computational Linguistics (NAACL)},
        year={2018}
}

@inproceedings{he2017symmetric,
        author={He He and Anusha Balakrishnan and Mihail Eric and Percy Liang},
        title={Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings},
        booktitle={Association for Computational Linguistics (ACL)},
        year={2017}
}

@inproceedings{he2016opponent,
        author={He He and Jordan Boyd-Graber and Kevin Kwok and Hal {Daum\'{e} III}},
        title={Opponent Modeling in Deep Reinforcement Learning},
        booktitle={International Conference on Machine Learning (ICML)},
        year={2016}
}

@inproceedings{he2014bb,
        author={He He and Hal {Daum\'{e} III} and Jason Eisner},
        title={Learning to Search in Branch and Bound Algorithms},
        booktitle={Neural Information Processing Systems (NeurIPS)},
        year={2014}
}

@inproceedings{he2013dep,
        author={He He and Hal {Daum\'{e} III} and Jason Eisner},
        title={Dynamic Feature Selection for Dependency Parsing},
        booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
        year={2013}
}

@inproceedings{he2012coaching,
        author={He He and Hal {Daum\'{e} III} and Jason Eisner},
        title={Imitation Learning by Coaching},
        booktitle={Neural Information Processing Systems (NeurIPS)},
        year={2012}
}

@inproceedings{he2011superres,
        author={He He and Wan-Chi Siu},
        title={Single Image Super-resolution using Gaussian Process Regression},
        booktitle={Computer Vision and Pattern Recognition (CVPR)},
        year={2011}
}