I-Hung Hsu | DeepAI

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Hung-Yi Lee
187 publications
Kai-Wei Chang
160 publications
Dan Roth
151 publications
Nanyun Peng
112 publications
Muhao Chen
82 publications
Aram Galstyan
73 publications
Jing Huang
55 publications
Wenxuan Zhou
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Wael AbdAlmageed
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Qiang Ning
24 publications

∙ 09/16/2023

Contextual Label Projection for Cross-Lingual Structure Extraction

Translating training data into target languages has proven beneficial fo...

0 Tanmay Parekh, et al. ∙

∙ 05/26/2023

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

Event argument extraction (EAE) identifies event arguments and their spe...

0 I-Hung Hsu, et al. ∙

∙ 05/26/2023

Code-Switched Text Synthesis in Unseen Language Pairs

Existing efforts on text synthesis for code-switching mostly require tra...

0 I-Hung Hsu, et al. ∙

∙ 05/26/2023

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

Paraphrase generation is a long-standing task in natural language proces...

5 Kuan-Hao Huang, et al. ∙

∙ 12/21/2022

Multi-hop Evidence Retrieval for Cross-document Relation Extraction

Relation Extraction (RE) has been extended to cross-document scenarios b...

0 Keming Lu, et al. ∙

∙ 05/25/2022

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

Relational structure extraction covers a wide range of tasks and plays a...

0 I-Hung Hsu, et al. ∙

∙ 05/25/2022

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

Numerous events occur worldwide and are documented in the news, social m...

0 Tanmay Parekh, et al. ∙

∙ 05/19/2022

Summarization as Indirect Supervision for Relation Extraction

Relation extraction (RE) models have been challenged by their reliance o...

0 Keming Lu, et al. ∙

∙ 03/15/2022

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

We present a study on leveraging multilingual pre-trained generative lan...

0 Kuan-Hao Huang, et al. ∙

∙ 08/29/2021

Event Extraction as Natural Language Generation

Event extraction (EE), the task that identifies event triggers and their...

0 I-Hung Hsu, et al. ∙

∙ 04/16/2021

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

Stories and narratives are composed based on a variety of events. Unders...

9 Rujun Han, et al. ∙

∙ 01/01/2021

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

The ability to capture complex linguistic structures and long-term depen...

0 Xiao Guo, et al. ∙

∙ 09/22/2019

Deep Structured Neural Network for Event Temporal Relation Extraction

We propose a novel deep structured learning framework for event temporal...

0 Rujun Han, et al. ∙

∙ 07/07/2019

NIESR: Nuisance Invariant End-to-end Speech Recognition

Deep neural network models for speech recognition have achieved great su...

0 I-Hung Hsu, et al. ∙

∙ 09/22/2017

Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model

We apply sequence-to-sequence model to mitigate the impact of speech rec...

0 Pin-Jung Chen, et al. ∙

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