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Mingyu Derek Ma
Mingyu Derek Ma
Other namesMingyu Ma, Derek Ma
UCLA, Genentech Prescient Design
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Cited by
Year
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
4662018
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
J Xu, MD Ma, F Wang, C Xiao, M Chen
NAACL, 2024, 2023
882023
Summarization as Indirect Supervision for Relation Extraction
K Lu, I Hsu, W Zhou, MD Ma, M Chen
EMNLP Findings, 6575--6594, 2022
462022
EventPlus: A Temporal Event Understanding Pipeline
MD Ma*, J Sun*, M Yang, KH Huang, N Wen, S Singh, R Han, N Peng
NAACL, 56–65, 2021
342021
DICE: Data-Efficient Clinical Event Extraction with Generative Models
MD Ma*, AK Taylor*, W Wang, N Peng
ACL, 2023, 2022
282022
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
282018
Instructional Fingerprinting of Large Language Models
J Xu, F Wang, MD Ma, PW Koh, C Xiao, M Chen
NAACL, 2024
252024
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
252020
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
F Wang, X Fu, JY Huang, Z Li, Q Liu, X Liu, MD Ma, N Xu, W Zhou, ...
arXiv preprint arXiv:2406.09411, 2024
242024
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
MD Ma, M Chen, TL Wu, N Peng
EMNLP Findings, 4182--4194, 2021
222021
Implicit Discourse Relation Identification for Open-domain Dialogues
MD Ma, KK Bowden, J Wu, W Cui, M Walker
ACL, 666-672, 2019
222019
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
AAAI 38 (17), 18751-18759, 2024
21*2024
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
J Xu, MD Ma, M Chen
ACL, 2023, 2022
162022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
K Lu, I Hsu, W Zhou, MD Ma, M Chen
ACL Findings, 2023, 2022
132022
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
62023
MIRAI: Evaluating LLM Agents for Event Forecasting
C Ye, Z Hu, Y Deng, Z Huang, MD Ma, Y Zhu, W Wang
arXiv preprint arXiv:2407.01231, 2024
52024
Improving Event Definition Following For Zero-Shot Event Detection
Z Cai, PN Kung, A Suvarna, MD Ma, H Bansal, B Chang, PJ Brantingham, ...
ACL, 2024, 2024
22024
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
MD Ma, X Wang, Y Xiao, A Cuturrufo, VS Nori, E Halperin, W Wang
GenAI for Health: Potential, Trust and Policy Compliance, 2024
2*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
EMNLP, 2024, 2023
2*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
22023
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