Training Language Models to Generate Text with Citations via Fine-grained Rewards - Chengyu Huang; Zeqiu Wu; Yushi Hu; Wenya Wang (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection - Akari Asai; Zeqiu Wu; Yizhong Wang; Avirup Sil; Hannaneh Hajishirzi (The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024)

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback - Hamish Ivison; Yizhong Wang; Jiacheng Liu; Zeqiu Wu; Valentina Pyatkin; Nathan Lambert; Noah A. Smith; Yejin Choi; Hanna Hajishirzi (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

Training Language Models to Generate Text with Citations via Fine-grained Rewards - Chengyu Huang; Zeqiu Wu; Yushi Hu; Wenya Wang (CoRR, 2024)

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback - Hamish Ivison; Yizhong Wang; Jiacheng Liu; Zeqiu Wu; Valentina Pyatkin; Nathan Lambert; Noah A. Smith; Yejin Choi; Hannaneh Hajishirzi (CoRR, 2024)

InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions - Zeqiu Wu; Ryu Parish; Hao Cheng; Sewon Min; Prithviraj Ammanabrolu; Mari Ostendorf; Hannaneh Hajishirzi (Trans. Assoc. Comput. Linguistics, 2023)

Fine-Grained Human Feedback Gives Better Rewards for Language Model Training - Zeqiu Wu; Yushi Hu; Weijia Shi; Nouha Dziri; Alane Suhr; Prithviraj Ammanabrolu; Noah A. Smith; Mari Ostendorf; Hannaneh Hajishirzi (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

Fine-Grained Human Feedback Gives Better Rewards for Language Model Training - Zeqiu Wu; Yushi Hu; Weijia Shi; Nouha Dziri; Alane Suhr; Prithviraj Ammanabrolu; Noah A. Smith; Mari Ostendorf; Hannaneh Hajishirzi (CoRR, 2023)

DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations - Bo-Ru Lu; Nikita Haduong; Chia-Hsuan Lee; Zeqiu Wu; Hao Cheng; Paul Koester; Jean Utke; Tao Yu; Noah A. Smith; Mari Ostendorf (CoRR, 2023)

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection - Akari Asai; Zeqiu Wu; Yizhong Wang; Avirup Sil; Hannaneh Hajishirzi (CoRR, 2023)

CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning - Zeqiu Wu; Yi Luan; Hannah Rashkin; David Reitter; Hannaneh Hajishirzi; Mari Ostendorf; Gaurav Singh Tomar (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions - Zeqiu Wu; Ryu Parish; Hao Cheng; Sewon Min; Prithviraj Ammanabrolu; Mari Ostendorf; Hannaneh Hajishirzi (CoRR, 2022)

A Controllable Model of Grounded Response Generation - Zeqiu Wu; Michel Galley; Chris Brockett; Yizhe Zhang; Xiang Gao; Chris Quirk; Rik Koncel-Kedziorski; Jianfeng Gao; Hannaneh Hajishirzi; Mari Ostendorf; Bill Dolan (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Automatic Document Sketching: Generating Drafts from Analogous Texts - Zeqiu Wu; Michel Galley; Chris Brockett; Yizhe Zhang; Bill Dolan (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization - Zeqiu Wu; Bo-Ru Lu; Hannaneh Hajishirzi; Mari Ostendorf (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Automatic Document Sketching: Generating Drafts from Analogous Texts - Zeqiu Wu; Michel Galley; Chris Brockett; Yizhe Zhang; Bill Dolan (CoRR, 2021)

DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization - Zeqiu Wu; Bo-Ru Lu; Hannaneh Hajishirzi; Mari Ostendorf (CoRR, 2021)

CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning - Zeqiu Wu; Yi Luan; Hannah Rashkin; David Reitter; Gaurav Singh Tomar (CoRR, 2021)

A Controllable Model of Grounded Response Generation - Zeqiu Wu; Michel Galley; Chris Brockett; Yizhe Zhang; Xiang Gao; Chris Quirk; Rik Koncel-Kedziorski; Jianfeng Gao; Hannaneh Hajishirzi; Mari Ostendorf; Bill Dolan (CoRR, 2020)

Extracting Summary Knowledge Graphs from Long Documents - Zeqiu Wu; Rik Koncel-Kedziorski; Mari Ostendorf; Hannaneh Hajishirzi (CoRR, 2020)

SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble - Jiaming Shen; Zeqiu Wu; Dongming Lei; Jingbo Shang; Xiang Ren; Jiawei Han (CoRR, 2019)

HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion - Jiaming Shen; Zeqiu Wu; Dongming Lei; Chao Zhang; Xiang Ren; Michelle T. Vanni; Brian M. Sadler; Jiawei Han (CoRR, 2019)

HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion - Jiaming Shen; Zeqiu Wu; Dongming Lei; Chao Zhang; Xiang Ren; Michelle T. Vanni; Brian M. Sadler; Jiawei Han (Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018, 2018)

Indirect Supervision for Relation Extraction using Question-Answer Pairs - Zeqiu Wu; Xiang Ren; Frank F. Xu; Ji Li; Jiawei Han (Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018, 2018)

Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences - Xiang Ren; Jiaming Shen; Meng Qu; Xuan Wang; Zeqiu Wu; Qi Zhu; Meng Jiang; Fangbo Tao; Saurabh Sinha; David Liem; Peipei Ping; Richard M. Weinshilboum; et al. (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, System Demonstrations, 2017)

SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble - Jiaming Shen; Zeqiu Wu; Dongming Lei; Jingbo Shang; Xiang Ren; Jiawei Han (Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I, 2017)

CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases - Xiang Ren; Zeqiu Wu; Wenqi He; Meng Qu; Clare R. Voss; Heng Ji; Tarek F. Abdelzaher; Jiawei Han (Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017, 2017)

Indirect Supervision for Relation Extraction using Question-Answer Pairs - Zeqiu Wu; Xiang Ren; Frank F. Xu; Ji Li; Jiawei Han (CoRR, 2017)

CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases - Xiang Ren; Zeqiu Wu; Wenqi He; Meng Qu; Clare R. Voss; Heng Ji; Tarek F. Abdelzaher; Jiawei Han (CoRR, 2016)