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 (ASRU, 2017)

Deep Structured Neural Network for Event Temporal Relation Extraction. - Rujun Han; I-Hung Hsu; Mu Yang; Aram Galstyan; Ralph M. Weischedel; Nanyun Peng 001 (CoNLL, 2019)

NIESR: Nuisance Invariant End-to-End Speech Recognition. - I-Hung Hsu; Ayush Jaiswal; Premkumar Natarajan (INTERSPEECH, 2019)

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 001; Nanyun Peng 001 (EMNLP (1), 2021)

MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies. - Xiao Guo; I-Hung Hsu; Wael AbdAlmageed; Premkumar Natarajan; Nanyun Peng 001 (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 001; Nanyun Peng 001 (CoRR, 2021)

Event Extraction as Natural Language Generation. - I-Hung Hsu; Kuan-Hao Huang; Elizabeth Boschee; Scott Miller; Prem Natarajan; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2021)

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 001 (ACL (1), 2022)

Summarization as Indirect Supervision for Relation Extraction. - Keming Lu; I-Hung Hsu; Wenxuan Zhou; Mingyu Derek Ma; Muhao Chen 001 (EMNLP (Findings), 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 001 (NAACL-HLT, 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 001 (CoRR, 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 001 (CoRR, 2022)

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 001 (ACL (1), 2023)

Code-Switched Text Synthesis in Unseen Language Pairs. - I-Hung Hsu; Avik Ray; Shubham Garg; Nanyun Peng 001; Jing Huang 020 (ACL (Findings), 2023)

AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. - I-Hung Hsu; Zhiyu Xie 001; Kuan-Hao Huang; Prem Natarajan; Nanyun Peng 001 (ACL (1), 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 (ACL (1), 2023)

Multi-hop Evidence Retrieval for Cross-document Relation Extraction. - Keming Lu; I-Hung Hsu; Wenxuan Zhou; Mingyu Derek Ma; Muhao Chen 001 (ACL (Findings), 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 001 (ACL (1), 2023)

Contextual Label Projection for Cross-Lingual Structure Extraction. - Tanmay Parekh; I-Hung Hsu; Kuan-Hao Huang; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2023)

A Reevaluation of Event Extraction: Past, Present, and Future Challenges. - Kuan-Hao Huang; I-Hung Hsu; Tanmay Parekh; Zhiyu Xie 001; Zixuan Zhang; Premkumar Natarajan; Kai-Wei Chang; Nanyun Peng 001; Heng Ji 001 (CoRR, 2023)

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation. - I-Hung Hsu; Zifeng Wang 002; Long T. Le; Lesly Miculicich; Nanyun Peng 001; Chen-Yu Lee; Tomas Pfister (ACL (Findings), 2024)

Argument-Aware Approach To Event Linking. - I-Hung Hsu; Zihan Xue; Nilay Pochhi; Sahil Bansal; Prem Natarajan; Jayanth Srinivasa; Nanyun Peng 001 (ACL (Findings), 2024)

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. - Kuan-Hao Huang; I-Hung Hsu; Tanmay Parekh; Zhiyu Xie 001; Zixuan Zhang; Prem Natarajan; Kai-Wei Chang; Nanyun Peng 001; Heng Ji 001 (ACL (Findings), 2024)

Contextual Label Projection for Cross-Lingual Structured Prediction. - Tanmay Parekh; I-Hung Hsu; Kuan-Hao Huang; Kai-Wei Chang; Nanyun Peng 001 (NAACL-HLT, 2024)

In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents. - Zhen Tan 001; Jun Yan; I-Hung Hsu; Rujun Han; Zifeng Wang 002; Long T. Le; Yiwen Song; Yanfei Chen; Hamid Palangi; George Lee; Anand Rajan Iyer; Tianlong Chen 001; et al. (ACL (1), 2025)

Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation. - Fan Yin; Zifeng Wang 002; I-Hung Hsu; Jun Yan; Ke Jiang; Yanfei Chen; Jindong Gu; Long T. Le; Kai-Wei Chang; Chen-Yu Lee; Hamid Palangi; Tomas Pfister (ACL (1), 2025)

FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection. - Tanmay Parekh; Yuxuan Dong; Lucas Bandarkar; Artin Kim; I-Hung Hsu; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2025)