Mingyu Derek Ma
Mingyu Derek Ma
Other namesMingyu Ma, Derek Ma
PhD student, UCLA
Verified email at - Homepage
Cited by
Cited by
BlocHIE: a BLOCkchain-based platform for Healthcare Information Exchange
S Jiang, J Cao, H Wu, Y Yang, M Ma, J He
IEEE SMARTCOMP, 49-56, 2018
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
J Xu, MD Ma, F Wang, C Xiao, M Chen
arXiv preprint arXiv:2305.14710, 2023
Summarization as Indirect Supervision for Relation Extraction
K Lu, I Hsu, W Zhou, MD Ma, M Chen
EMNLP Findings, 6575--6594, 2022
EventPlus: A Temporal Event Understanding Pipeline
MD Ma*, J Sun*, M Yang, KH Huang, N Wen, S Singh, R Han, N Peng
NAACL Demonstrations, 56–65, 2021
Dual Memory Network Model for Biased Product Review Classification
Y Long*, M Ma*, Q Lu, R Xiang, CR Huang
WASSA@EMNLP (9th Workshop on Computational Approaches to Subjectivity …, 2018
Dual Memory Network Model for Sentiment Analysis of Review Text
JX Shen*, MD Ma*, R Xiang, Q Lu, EP Vallejos, G Xu, CR Huang, Y Long
Knowledge-Based Systems, 105004, 2020
Implicit Discourse Relation Identification for Open-domain Dialogues
MD Ma, KK Bowden, J Wu, W Cui, M Walker
ACL, 666-672, 2019
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
MD Ma, M Chen, TL Wu, N Peng
EMNLP Findings, 4182--4194, 2021
DICE: Data-Efficient Clinical Event Extraction with Generative Models
MD Ma*, AK Taylor*, W Wang, N Peng
ACL, 2023, 2022
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
MD Ma, X Wang, PN Kung, PJ Brantingham, N Peng, W Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18751 …, 2024
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
J Xu, MD Ma, M Chen
ACL, 2023, 2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
K Lu, I Hsu, W Zhou, MD Ma, M Chen
ACL Findings, 2023, 2022
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
MD Ma, JY Kao, S Gao, A Gupta, D Jin, T Chung, N Peng
INTERSPEECH & ENLSP@NeurIPS (2nd Workshop on Efficient Natural Language and …, 2023
Instructional Fingerprinting of Large Language Models
J Xu, F Wang, MD Ma, PW Koh, C Xiao, M Chen
NAACL, 2024
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
Y Liu, MD Ma, W Qin, A Zhou, J Chen, W Shi, W Wang, D Yang
arXiv preprint arXiv:2311.09630, 2023
Mitigating Bias for Question Answering Models by Tracking Bias Influence
MD Ma, JY Kao, A Gupta, YH Lin, W Zhao, T Chung, W Wang, KW Chang, ...
NAACL, 2024, 2023
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces
J Sohn, MD Ma, M Chen
AKBC (4th Conference on Automated Knowledge Base Construction), 2022
Improving Event Definition Following For Zero-Shot Event Detection
Z Cai, PN Kung, A Suvarna, MD Ma, H Bansal, B Chang, PJ Brantingham, ...
arXiv preprint arXiv:2403.02586, 2024
Memorize and Rank: Enabling Large Language Models for Medical Event Prediction
MD Ma, Y Xiao, A Cuturrufo, X Wang, W Wang
AAAI 2024 Spring Symposium on Clinical Foundation Models, 2024
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
MD Ma, AK Taylor, N Wen, Y Liu, PN Kung, W Qin, S Wen, A Zhou, ...
AAAI Demonstrations, 2024, 2023
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