| 2022 | ACL | TableFormer: Robust Transformer Modeling for Table-Text Encoding. | Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul |
| 2021 | ACL | QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining. | Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat, Yuan Zhang |
| 2021 | ACL | TIMEDIAL: Temporal Commonsense Reasoning in Dialog. | Lianhui Qin, Aditya Gupta, Shyam Upadhyay, Luheng He, Yejin Choi, Manaal Faruqui |
| 2021 | EMNLP | Graph-Based Decoding for Task Oriented Semantic Parsing. | Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw |
| 2021 | NAACL | Few-shot Intent Classification and Slot Filling with Retrieved Examples. | Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li |
| 2020 | EMNLP | Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements. | Yang Li, Gang Li, Luheng He, Jingjie Zheng, Hong Li, Zhiwei Guan |
| 2019 | EMNLP | Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension. | Daniel Andor, Luheng He, Kenton Lee, Emily Pitler |
| 2019 | NAACL | A general framework for information extraction using dynamic span graphs. | Yi Luan, Dave Wadden, Luheng He, Amy Shah, Mari Ostendorf, Hannaneh Hajishirzi |
| 2019 | NAACL | PAWS: Paraphrase Adversaries from Word Scrambling. | Yuan Zhang, Jason Baldridge, Luheng He |
| 2018 | ACL | Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling. | Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer |
| 2018 | ACL | Large-Scale QA-SRL Parsing. | Nicholas FitzGerald, Julian Michael, Luheng He, Luke Zettlemoyer |
| 2018 | EMNLP | Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction. | Yi Luan, Luheng He, Mari Ostendorf, Hannaneh Hajishirzi |
| 2018 | NAACL | Higher-Order Coreference Resolution with Coarse-to-Fine Inference. | Kenton Lee, Luheng He, Luke Zettlemoyer |
| 2018 | NAACL | Crowdsourcing Question-Answer Meaning Representations. | Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan, Luke Zettlemoyer |
| 2017 | ACL | Deep Semantic Role Labeling: What Works and What's Next. | Luheng He, Kenton Lee, Mike Lewis, Luke Zettlemoyer |
| 2017 | EMNLP | End-to-end Neural Coreference Resolution. | Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer |
| 2016 | EMNLP | Human-in-the-Loop Parsing. | Luheng He, Julian Michael, Mike Lewis, Luke Zettlemoyer |
| 2015 | EMNLP | Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language. | Luheng He, Mike Lewis, Luke Zettlemoyer |
| 2015 | EMNLP | Joint A* CCG Parsing and Semantic Role Labelling. | Mike Lewis, Luheng He, Luke Zettlemoyer |
| 2013 | CoNLL | Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction. | Luheng He, Jennifer Gillenwater, Ben Taskar |
| 2011 | AAAI | Active Dual Collaborative Filtering with Both Item and Attribute Feedback. | Luheng He, Nathan Nan Liu, Qiang Yang |