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A Simple and Unified Tagging Model with Priming for Relational Structure Predictions


May 25, 2022
I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng


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GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types


May 25, 2022
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng

* 13 pages, 10 figures 

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Summarization as Indirect Supervision for Relation Extraction


May 19, 2022
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen


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Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction


Mar 15, 2022
Kuan-Hao Huang, I-Hung Hsu, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng

* ACL 2022. Our code is available at https://github.com/PlusLabNLP/X-Gear 

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Event Extraction as Natural Language Generation


Aug 29, 2021
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng

* The first two authors contribute equally 

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ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning


Apr 16, 2021
Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Pen


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MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies


Jan 01, 2021
Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng

* 14 pages, page 13-14 appendix, 6 figures. The first two authors contribute equally. The names are ordered by alphabet 

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Deep Structured Neural Network for Event Temporal Relation Extraction


Sep 24, 2019
Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph Weischedel, Nanyun Peng

* This paper will be published in CoNLL 2019 

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NIESR: Nuisance Invariant End-to-end Speech Recognition


Jul 07, 2019
I-Hung Hsu, Ayush Jaiswal, Premkumar Natarajan

* To appear in Proceedings of Interspeech 2019 

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