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Mingyu Derek Ma

Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning

Jan 26, 2023
Mingyu Derek Ma, Jiun-Yu Kao, Shuyang Gao, Arpit Gupta, Di Jin, Tagyoung Chung, Nanyun Peng

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* 5 pages, in the Second Workshop on Efficient Natural Language and Speech Processing (ENLSP) at NeurIPS 2022

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Multi-hop Evidence Retrieval for Cross-document Relation Extraction

Dec 21, 2022
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen

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* Work in progress

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Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces

Sep 12, 2022
Jihoon Sohn, Mingyu Derek Ma, Muhao Chen

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* 11 pages, 2 figures, In the 4th Conference on Automated Knowledge Base Construction (AKBC) 2022

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DICE: Data-Efficient Clinical Event Extraction with Generative Models

Aug 16, 2022
Mingyu Derek Ma, Alex Taylor, Wei Wang, Nanyun Peng

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* 7 pages, 4 figures, 6 tables

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HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning

Sep 22, 2021
Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng

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* To appear in Findings of ACL: EMNLP 2021

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Implicit Discourse Relation Identification for Open-domain Dialogues

Jul 09, 2019
Mingyu Derek Ma, Kevin K. Bowden, Jiaqi Wu, Wen Cui, Marilyn Walker

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* To appear in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL2019)

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