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ORCIDMingyu Derek Ma
Person information
- unicode name: 马明宇
- affiliation: University of Southern California, Department of Computer Science, Los Angeles, CA, USA
- affiliation (former): Chinese University of Hong Kong, Big Data Decision Analytics Research Centre, Hong Kong
- affiliation (former): Hong Kong Polytechnic University, Department of Computing, Hong Kong
Other persons with the same name
- Mingyu Ma 0002 — Goethe University of Frankfurt am Main, Germany
- Mingyu Ma 0003 — Tianjin University, College of Intelligence and Computing, China
- Mingyu Ma 0004 — Waseda University, Tokyo, Japan
- Mingyu Ma 0005 — Harbin University of Commerce, School of Computer and Information Engineering, China
- Mingyu Ma 0006 — TU Dresden, Germany
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Journal Articles
- 2020
[j1]Jiaxing Shen
, Mingyu Derek Ma, Rong Xiang, Qin Lu, Elvira Perez Vallejos, Ge Xu, Chu-Ren Huang, Yunfei Long:
Dual memory network model for sentiment analysis of review text. Knowl. Based Syst. 188 (2020)
Conference and Workshop Papers
- 2024
- [c12]Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang:
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models. AAAI 2024: 18751-18759 - [c11]Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. AAAI 2024: 23811-23813 - 2023
- [c10]Jiashu Xu, Mingyu Derek Ma, Muhao Chen:
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL (1) 2023: 2450-2467 - [c9]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. ACL (Findings) 2023: 10336-10351 - [c8]Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng:
DICE: Data-Efficient Clinical Event Extraction with Generative Models. ACL (1) 2023: 15898-15917 - 2022
- [c7]Jihoon Sohn, Mingyu Derek Ma, Muhao Chen:
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. AKBC 2022 - [c6]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. EMNLP (Findings) 2022: 6575-6594 - 2021
- [c5]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. EMNLP (Findings) 2021: 4182-4194 - [c4]Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng:
EventPlus: A Temporal Event Understanding Pipeline. NAACL-HLT (Demonstrations) 2021: 56-65 - 2019
- [c3]Mingyu Derek Ma, Kevin Bowden, JiaQi Wu, Wen Cui, Marilyn A. Walker:
Implicit Discourse Relation Identification for Open-domain Dialogues. ACL (1) 2019: 666-672 - 2018
- [c2]Shan Jiang, Jiannong Cao, Hanqing Wu, Yanni Yang, Mingyu Ma, Jianfei He:
BlocHIE: A BLOCkchain-Based Platform for Healthcare Information Exchange. SMARTCOMP 2018: 49-56 - [c1]Yunfei Long, Mingyu Ma, Qin Lu, Rong Xiang, Chu-Ren Huang:
Dual Memory Network Model for Biased Product Review Classification. WASSA@EMNLP 2018: 140-148
Informal and Other Publications
- 2024
- [i17]Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen:
Instructional Fingerprinting of Large Language Models. CoRR abs/2401.12255 (2024) - [i16]Zefan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma, Hritik Bansal, Baobao Chang, P. Jeffrey Brantingham, Wei Wang, Nanyun Peng:
Improving Event Definition Following For Zero-Shot Event Detection. CoRR abs/2403.02586 (2024) - 2023
- [i15]Mingyu Derek Ma, Jiun-Yu Kao, Shuyang Gao, Arpit Gupta, Di Jin, Tagyoung Chung, Nanyun Peng:
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning. CoRR abs/2301.10915 (2023) - [i14]Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen:
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. CoRR abs/2305.14710 (2023) - [i13]Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang:
STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models. CoRR abs/2305.15090 (2023) - [i12]Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. CoRR abs/2310.02529 (2023) - [i11]Mingyu Derek Ma, Jiun-Yu Kao, Arpit Gupta, Yu-Hsiang Lin, Wenbo Zhao, Tagyoung Chung, Wei Wang, Kai-Wei Chang, Nanyun Peng:
Mitigating Bias for Question Answering Models by Tracking Bias Influence. CoRR abs/2310.08795 (2023) - [i10]Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang:
From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media. CoRR abs/2311.09630 (2023) - 2022
- [i9]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. CoRR abs/2205.09837 (2022) - [i8]Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng:
DICE: Data-Efficient Clinical Event Extraction with Generative Models. CoRR abs/2208.07989 (2022) - [i7]Jihoon Sohn, Mingyu Derek Ma, Muhao Chen:
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. CoRR abs/2209.05635 (2022) - [i6]Jiashu Xu, Mingyu Derek Ma, Muhao Chen:
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? CoRR abs/2212.10784 (2022) - [i5]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. CoRR abs/2212.10786 (2022) - 2021
- [i4]Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng:
EventPlus: A Temporal Event Understanding Pipeline. CoRR abs/2101.04922 (2021) - [i3]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. CoRR abs/2109.10500 (2021) - 2019
- [i2]Mingyu Derek Ma, Kevin K. Bowden, JiaQi Wu, Wen Cui, Marilyn A. Walker:
Implicit Discourse Relation Identification for Open-domain Dialogues. CoRR abs/1907.03975 (2019) - 2018
- [i1]Yunfei Long, Mingyu Ma, Qin Lu, Rong Xiang, Chu-Ren Huang:
Dual Memory Network Model for Biased Product Review Classification. CoRR abs/1809.05807 (2018)
Coauthor Index
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