publications

2023

1. Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models

   Chenhan Yuan, Qianqian Xie, Jimin Huang, and 1 more author

   arXiv preprint arXiv:2310.01074, 2023

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2. Zero-shot Temporal Relation Extraction with ChatGPT

   Chenhan Yuan, Qianqian Xie, and Sophia Ananiadou

   In BioNLP in ACL 2023, Jul 2023

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3. GradXKG: A Universal Explain-per-use Temporal Knowledge Graph Explainer

   Chenhan Yuan, and Hoda Eldardiry

   arXiv preprint arXiv:2310.04889, Jul 2023

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4. Temporal Relation Extraction with Contrastive Prototypical Sampling

   Chenhan Yuan, Qianqian Xie, and Sophia Ananiadou

   submitted to Knowledge-Based Systems, Jul 2023

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2022

1. Clustering-based Unsupervised Generative Relation Extraction

   Chenhan Yuan, Ryan A. Rossi, Andrew Katz, and 1 more author

   In 2022 IEEE International Conference on Big Data (Big Data), Jul 2022

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2021

1. Unsupervised relation extraction: A variational autoencoder approach

   Chenhan Yuan, and Hoda Eldardiry

   In EMNLP 2021 (oral), Jul 2021

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2020

1. Personalized sentence generation using generative adversarial networks with author-specific word usage

   Chenhan Yuan, and Yi-chin Huang

   CICLing 2019, Jul 2020

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2. Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction

   Chenhan Yuan, Ryan Rossi, Andrew Katz, and 1 more author

   submitted to IEEE Transactions on Big Data, Jul 2020

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2019

1. Efficient text generation of user-defined topic using generative adversarial networks

   Chenhan Yuan, Yi-Chin Huang, and Cheng-Hung Tsai

   In Proceedings of the 4th Workshop on Computational Creativity in Language Generation, Jul 2019

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