Active Dual Collaborative Filtering with Both Item and Attribute Feedback. - Luheng He; Nathan Nan Liu; Qiang Yang 001 (AAAI, 2011)

Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction. - Luheng He; Jennifer Gillenwater; Ben Taskar (CoNLL, 2013)

Social temporal collaborative ranking for context aware movie recommendation. - Nathan Nan Liu; Luheng He; Min Zhao (ACM Trans. Intell. Syst. Technol., 2013)

Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language. - Luheng He; Mike Lewis; Luke Zettlemoyer (EMNLP, 2015)

Joint A* CCG Parsing and Semantic Role Labelling. - Mike Lewis; Luheng He; Luke Zettlemoyer (EMNLP, 2015)

Human-in-the-Loop Parsing. - Luheng He; Julian Michael; Mike Lewis; Luke Zettlemoyer (EMNLP, 2016)

Deep Semantic Role Labeling: What Works and What's Next. - Luheng He; Kenton Lee; Mike Lewis; Luke Zettlemoyer (ACL (1), 2017)

End-to-end Neural Coreference Resolution. - Kenton Lee; Luheng He; Mike Lewis; Luke Zettlemoyer (EMNLP, 2017)

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling. - Luheng He; Kenton Lee; Omer Levy; Luke Zettlemoyer (ACL (2), 2018)

Large-Scale QA-SRL Parsing. - Nicholas FitzGerald; Julian Michael; Luheng He; Luke Zettlemoyer (ACL (1), 2018)

Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction. - Yi Luan; Luheng He; Mari Ostendorf; Hannaneh Hajishirzi (EMNLP, 2018)

Higher-Order Coreference Resolution with Coarse-to-Fine Inference. - Kenton Lee; Luheng He; Luke Zettlemoyer (NAACL-HLT (2), 2018)

Crowdsourcing Question-Answer Meaning Representations. - Julian Michael; Gabriel Stanovsky; Luheng He; Ido Dagan; Luke Zettlemoyer (NAACL-HLT (2), 2018)

Annotating and Modeling Shallow Semantics Directly from Text. - Luheng He (2018)

Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension. - Daniel Andor; Luheng He; Kenton Lee; Emily Pitler (EMNLP/IJCNLP (1), 2019)

A general framework for information extraction using dynamic span graphs. - Yi Luan; Dave Wadden; Luheng He; Amy Shah; Mari Ostendorf; Hannaneh Hajishirzi (NAACL-HLT (1), 2019)

PAWS: Paraphrase Adversaries from Word Scrambling. - Yuan Zhang 001; Jason Baldridge; Luheng He (NAACL-HLT (1), 2019)

Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements. - Yang Li 058; Gang Li 021; Luheng He; Jingjie Zheng; Hong Li; Zhiwei Guan (EMNLP (1), 2020)

QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining. - Xinya Du; Luheng He; Qi Li; Dian Yu; Panupong Pasupat; Yuan Zhang 001 (ACL/IJCNLP (2), 2021)

TIMEDIAL: Temporal Commonsense Reasoning in Dialog. - Lianhui Qin; Aditya Gupta; Shyam Upadhyay; Luheng He; Yejin Choi 001; Manaal Faruqui (ACL/IJCNLP (1), 2021)

Graph-Based Decoding for Task Oriented Semantic Parsing. - Jeremy R. Cole; Nanjiang Jiang; Panupong Pasupat; Luheng He; Peter Shaw 004 (EMNLP (Findings), 2021)

Few-shot Intent Classification and Slot Filling with Retrieved Examples. - Dian Yu; Luheng He; Yuan Zhang 001; Xinya Du; Panupong Pasupat; Qi Li (NAACL-HLT, 2021)

Neural Data Augmentation via Example Extrapolation. - Kenton Lee; Kelvin Guu; Luheng He; Tim Dozat; Hyung Won Chung (CoRR, 2021)

TableFormer: Robust Transformer Modeling for Table-Text Encoding. - Jingfeng Yang 001; Aditya Gupta; Shyam Upadhyay; Luheng He; Rahul Goel; Shachi Paul (ACL (1), 2022)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

Capabilities of Gemini Models in Medicine. - Khaled Saab 003; Tao Tu 001; Wei-Hung Weng; Ryutaro Tanno; David Stutz; Ellery Wulczyn; Fan Zhang; Tim Strother; Chunjong Park; Elahe Vedadi; Juanma Zambrano Chaves; Szu-Yeu Hu; et al. (CoRR, 2024)

Automata-based constraints for language model decoding. - Terry Koo; Frederick Liu; Luheng He (CoRR, 2024)