Luheng He

According to our database, Luheng He authored at least 24 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

TableFormer: Robust Transformer Modeling for Table-Text Encoding.

Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Neural Data Augmentation via Example Extrapolation.

Kenton Lee, Kelvin Guu, Luheng He, Tim Dozat, Hyung Won Chung

CoRR, 2021

Few-shot Intent Classification and Slot Filling with Retrieved Examples.

Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Graph-Based Decoding for Task Oriented Semantic Parsing.

Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

TIMEDIAL: Temporal Commonsense Reasoning in Dialog.

Lianhui Qin, Aditya Gupta, Shyam Upadhyay, Luheng He, Yejin Choi, Manaal Faruqui

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining.

Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat, Yuan Zhang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements.

Yang Li, Gang Li, Luheng He, Jingjie Zheng, Hong Li, Zhiwei Guan

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

PAWS: Paraphrase Adversaries from Word Scrambling.

Yuan Zhang, Jason Baldridge, Luheng He

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

A general framework for information extraction using dynamic span graphs.

Yi Luan, Dave Wadden, Luheng He, Amy Shah, Mari Ostendorf, Hannaneh Hajishirzi

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension.

Daniel Andor, Luheng He, Kenton Lee, Emily Pitler

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Annotating and Modeling Shallow Semantics Directly from Text.

Luheng He

PhD thesis, 2018

Crowdsourcing Question-Answer Meaning Representations.

Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan, Luke Zettlemoyer

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Higher-Order Coreference Resolution with Coarse-to-Fine Inference.

Kenton Lee, Luheng He, Luke Zettlemoyer

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction.

Yi Luan, Luheng He, Mari Ostendorf, Hannaneh Hajishirzi

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Large-Scale QA-SRL Parsing.

Nicholas FitzGerald, Julian Michael, Luheng He, Luke Zettlemoyer

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling.

Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

End-to-end Neural Coreference Resolution.

Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Deep Semantic Role Labeling: What Works and What's Next.

Luheng He, Kenton Lee, Mike Lewis, Luke Zettlemoyer

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Human-in-the-Loop Parsing.

Luheng He, Julian Michael, Mike Lewis, Luke Zettlemoyer

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Joint A* CCG Parsing and Semantic Role Labelling.

Mike Lewis, Luheng He, Luke Zettlemoyer

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language.

Luheng He, Mike Lewis, Luke Zettlemoyer

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2013

Social temporal collaborative ranking for context aware movie recommendation.

Nathan Nan Liu, Luheng He, Min Zhao

ACM Trans. Intell. Syst. Technol., 2013

Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction.

Luheng He, Jennifer Gillenwater, Ben Taskar

Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

2011

Active Dual Collaborative Filtering with Both Item and Attribute Feedback.

Luheng He, Nathan Nan Liu, Qiang Yang

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011