| 2026 | EACL | Efficient Table Retrieval and Understanding with Multimodal Large Language Models. | Zhuoyan Xu, Haoyang Fang, Boran Han, Bonan Min, Bernie Wang, Cuixiong Hu, Shuai Zhang |
| 2025 | ACL | Benchmarking Query-Conditioned Natural Language Inference. | Marc E. Canby, Xinchi Chen, Xing Niu, Jifan Chen, Bonan Min, Sergl Aydre, Vittorio Castelli |
| 2025 | ACL | CiteEval: Principle-Driven Citation Evaluation for Source Attribution. | Yumo Xu, Peng Qi, Jifan Chen, Kunlun Liu, Rujun Han, Lan Liu, Bonan Min, Vittorio Castelli, Arshit Gupta, Zhiguo Wang |
| 2025 | NAACL | Open Domain Question Answering with Conflicting Contexts. | Siyi Liu, Qiang Ning, Kishaloy Halder, Zheng Qi, Wei Xiao, Phu Mon Htut, Yi Zhang, Neha Anna John, Bonan Min, Yassine Benajiba, Dan Roth |
| 2025 | NAACL | Aligning to Constraints for Data-Efficient Language Model Customization. | Fei Wang, Chao Shang, Shuai Wang, Sarthak Jain, Qiang Ning, Bonan Min, Vittorio Castelli, Yassine Benajiba, Dan Roth |
| 2024 | EMNLP | RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering. | Rujun Han, Yuhao Zhang, Peng Qi, Yumo Xu, Jenyuan Wang, Lan Liu, William Yang Wang, Bonan Min, Vittorio Castelli |
| 2024 | EMNLP | Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models. | Zhengxuan Wu, Yuhao Zhang, Peng Qi, Yumo Xu, Rujun Han, Yian Zhang, Jifan Chen, Bonan Min, Zhiheng Huang |
| 2023 | ACL | Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning. | Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick Ng, Zhiguo Wang, Bonan Min, William Yang Wang, Kathleen R. McKeown, Vittorio Castelli, Dan Roth, Bing Xiang |
| 2023 | ACL | Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen |
| 2023 | CoNLL | Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? | Jin Zhao, Nianwen Xue, Bonan Min |
| 2023 | EMNLP | A Multi-Modal Multilingual Benchmark for Document Image Classification. | Yoshinari Fujinuma, Siddharth Varia, Nishant Sankaran, Srikar Appalaraju, Bonan Min, Yogarshi Vyas |
| 2022 | ACL | Document-Level Event Argument Extraction via Optimal Transport. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen |
| 2022 | EMNLP | Unsupervised Domain Adaptation for Joint Information Extraction. | Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen |
| 2022 | EMNLP | Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. | Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. | Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning. | Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre |
| 2022 | NAACL | Modal Dependency Parsing via Language Model Priming. | Jiarui Yao, Nianwen Xue, Bonan Min |
| 2021 | ACL | Factuality Assessment as Modal Dependency Parsing. | Jiarui Yao, Haoling Qiu, Jin Zhao, Bonan Min, Nianwen Xue |
| 2021 | EMNLP | ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19. | Bonan Min, Benjamin Rozonoyer, Haoling Qiu, Alexander Zamanian, Nianwen Xue, Jessica MacBride |
| 2021 | EMNLP | Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments. | Minh Van Nguyen, Tuan Ngo Nguyen, Bonan Min, Thien Huu Nguyen |
| 2021 | EMNLP | Modeling Document-Level Context for Event Detection via Important Context Selection. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen |
| 2020 | AAAI | LearnIt: On-Demand Rapid Customization for Event-Event Relation Extraction. | Bonan Min, Manaj Srivastava, Haoling Qiu, Prasannakumar Muthukumar, Joshua Fasching |
| 2020 | EMNLP | Concept Wikification for COVID-19. | Panagiotis Lymperopoulos, Haoling Qiu, Bonan Min |
| 2020 | EMNLP | Exploring Contextualized Neural Language Models for Temporal Dependency Parsing. | Hayley Ross, Jonathon Cai, Bonan Min |
| 2020 | EMNLP | Weakly Supervised Subevent Knowledge Acquisition. | Wenlin Yao, Zeyu Dai, Maitreyi Ramaswamy, Bonan Min, Ruihong Huang |
| 2020 | EMNLP | Annotating Temporal Dependency Graphs via Crowdsourcing. | Jiarui Yao, Haoling Qiu, Bonan Min, Nianwen Xue |
| 2020 | LREC | Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach. | Bonan Min, Yee Seng Chan, Lingjun Zhao |
| 2019 | ACL | Rapid Customization for Event Extraction. | Yee Seng Chan, Joshua Fasching, Haoling Qiu, Bonan Min |
| 2019 | EMNLP | Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature. | Bonan Min, Yee Seng Chan, Haoling Qiu, Joshua Fasching |
| 2019 | EMNLP | Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study. | Bonan Min, Xiaoxi Zhao |
| 2018 | LREC | When ACE met KBP: End-to-End Evaluation of Knowledge Base Population with Component-level Annotation. | Bonan Min, Marjorie Freedman, Roger Bock, Ralph M. Weischedel |
| 2017 | EACL | Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge. | Bonan Min, Marjorie Freedman, Talya Meltzer |
| 2017 | IJCNLP | Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network. | Lisheng Fu, Thien Huu Nguyen, Bonan Min, Ralph Grishman |
| 2017 | IJCNLP | Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks. | Bonan Min, Zhuolin Jiang, Marjorie Freedman, Ralph M. Weischedel |
| 2014 | ACL | Infusion of Labeled Data into Distant Supervision for Relation Extraction. | Maria Pershina, Bonan Min, Wei Xu, Ralph Grishman |
| 2013 | NAACL | Distant Supervision for Relation Extraction with an Incomplete Knowledge Base. | Bonan Min, Ralph Grishman, Li Wan, Chang Wang, David Gondek |
| 2012 | EACL | Compensating for Annotation Errors in Training a Relation Extractor. | Bonan Min, Ralph Grishman |
| 2012 | EMNLP | Ensemble Semantics for Large-scale Unsupervised Relation Extraction. | Bonan Min, Shuming Shi, Ralph Grishman, Chin-Yew Lin |
| 2012 | LREC | Challenges in the Knowledge Base Population Slot Filling Task. | Bonan Min, Ralph Grishman |
| 2009 | NSDI | Sybil-Resilient Online Content Voting. | Dinh Nguyen Tran, Bonan Min, Jinyang Li, Lakshminarayanan Subramanian |