I-Hung Hsu
20 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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(10)
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(13)
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Research topics
Natural Language Processing
(17)
Applications
(14)
Artificial Intelligence
(11)
Deep Learning
(9)
Machine Learning
(9)
Core AI
(8)
Learning Types Β· Deep Learning
(8)
Learning Types Β· Machine Learning
(7)
Generation
(5)
Learning Paradigms
(5)
Resources & Methods
(5)
Understanding
(3)
Application Areas
(2)
Reinforcement Learning
(1)
Speech & Audio
(1)
Keywords
zero-shot learning
(4)
event argument extraction
(4)
event extraction
(3)
relation extraction
(3)
low-resource learning
(2)
text generation
(2)
large language model
(2)
abstract meaning representation
(2)
machine translation
(2)
data generation
(2)
few-shot learning
(2)
information retrieval
(2)
named entity recognition
(2)
cross-lingual transfer
(2)
information extraction
(1)
structured prediction
(1)
entity linking
(1)
domain adaptation
(1)
data augmentation
(1)
domain generalization
(1)
Papers
SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback
EACL 2026
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
ACL 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
ACL 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection
EMNLP 2025
Argument-Aware Approach To Event Linking
ACL 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
ACL 2024
Contextual Label Projection for Cross-Lingual Structured Prediction
NAACL 2024
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction
ACL 2024
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model
ACL 2023
Code-Switched Text Synthesis in Unseen Language Pairs
ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles
ACL 2023
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
ACL 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation
ACL 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction
ACL 2023
DEGREE: A Data-Efficient Generation-Based Event Extraction Model
NAACL 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
ACL 2022
Summarization as Indirect Supervision for Relation Extraction
EMNLP 2022
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations
EMNLP 2021
Deep Structured Neural Network for Event Temporal Relation Extraction
CoNLL 2019
NIESR: Nuisance Invariant End-to-End Speech Recognition
Interspeech 2019