Luheng He

Affiliations:
  • University of Washington, Department of Computer Science and Engineering


According to our database1, Luheng He authored at least 27 papers between 2011 and 2024.

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Bibliography

2024
Automata-based constraints for language model decoding.
CoRR, 2024

Capabilities of Gemini Models in Medicine.
CoRR, 2024

2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
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Trans. Mach. Learn. Res., 2023

2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Neural Data Augmentation via Example Extrapolation.
CoRR, 2021

Few-shot Intent Classification and Slot Filling with Retrieved Examples.
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.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

TIMEDIAL: Temporal Commonsense Reasoning in Dialog.
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.
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.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
PAWS: Paraphrase Adversaries from Word Scrambling.
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.
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.
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.
PhD thesis, 2018

Crowdsourcing Question-Answer Meaning Representations.
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.
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.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Large-Scale QA-SRL Parsing.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
End-to-end Neural Coreference Resolution.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Deep Semantic Role Labeling: What Works and What's Next.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Human-in-the-Loop Parsing.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015
Joint A* CCG Parsing and Semantic Role Labelling.
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.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2013
Social temporal collaborative ranking for context aware movie recommendation.
ACM Trans. Intell. Syst. Technol., 2013

Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

2011
Active Dual Collaborative Filtering with Both Item and Attribute Feedback.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011


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