I-Hung Hsu

According to our database, I-Hung Hsu authored at least 24 papers between 2017 and 2024.

Collaborative distances:

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

2024

Contextual Label Projection for Cross-Lingual Structured Prediction.

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

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction.

Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Argument-Aware Approach To Event Linking.

I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Prem Natarajan, Jayanth Srinivasa, Nanyun Peng

Proceedings of the Findings of the Association for Computational Linguistics, 2024

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation.

I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

A Reevaluation of Event Extraction: Past, Present, and Future Challenges.

Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji

CoRR, 2023

Contextual Label Projection for Cross-Lingual Structure Extraction.

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

CoRR, 2023

GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles.

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multi-hop Evidence Retrieval for Cross-document Relation Extraction.

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation.

Kuan-Hao Huang, Varun Iyer, I-Hung Hsu, Anoop Kumar, Kai-Wei Chang, Aram Galstyan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model.

I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Code-Switched Text Synthesis in Unseen Language Pairs.

I-Hung Hsu, Avik Ray, Shubham Garg, Nanyun Peng, Jing Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

TAGPRIME: A Unified Framework for Relational Structure Extraction.

I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Prem Natarajan, Kai-Wei Chang, Nanyun Peng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

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

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

CoRR, 2022

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

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

CoRR, 2022

DEGREE: A Data-Efficient Generation-Based Event Extraction Model.

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

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Summarization as Indirect Supervision for Relation Extraction.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

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

Kuan-Hao Huang, I-Hung Hsu, Prem Natarajan, Kai-Wei Chang, Nanyun Peng

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

2021

Event Extraction as Natural Language Generation.

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

CoRR, 2021

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

Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Peng

CoRR, 2021

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

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

CoRR, 2021

ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations.

Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Peng

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2019

NIESR: Nuisance Invariant End-to-End Speech Recognition.

I-Hung Hsu, Ayush Jaiswal, Premkumar Natarajan

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Deep Structured Neural Network for Event Temporal Relation Extraction.

Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph M. Weischedel, Nanyun Peng

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2017

Mitigating the impact of speech recognition errors on chatbot using sequence-to-sequence model.

Pin-Jung Chen, I-Hung Hsu, Yi Yao Huang, Hung-yi Lee

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017