Mingyu Derek Ma

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 36

Top Topics

Temporal Knowledge

Event Extraction

Relation Extraction

Top Venues

EMNLP (Findings)

Publications

Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen
Instructional Fingerprinting of Large Language Models. CoRR (2024)
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 (2024)
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. NAACL-HLT (2024)
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)
Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen
Instructional Fingerprinting of Large Language Models. NAACL-HLT (2024)
Yubo Zhang, Shudi Hou, Mingyu Derek Ma, Wei Wang, Muhao Chen, Jieyu Zhao
CLIMB: A Benchmark of Clinical Bias in Large Language Models. CoRR (2024)
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)
Chenchen Ye, Ziniu Hu, Yihe Deng, Zijie Huang, Mingyu Derek Ma, Yanqiao Zhu, Wei Wang
MIRAI: Evaluating LLM Agents for Event Forecasting. CoRR (2024)
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. ACL (1) (2024)
Mingyu Derek Ma, Chenchen Ye, Yu Yan, Xiaoxuan Wang, Peipei Ping, Timothy S. Chang, Wei Wang
CliBench: Multifaceted Evaluation of Large Language Models in Clinical Decisions on Diagnoses, Procedures, Lab Tests Orders and Prescriptions. CoRR (2024)
Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR (2024)
Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. NAACL-HLT (2024)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. ACL (Findings) (2023)
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 (2023)
Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng
DICE: Data-Efficient Clinical Event Extraction with Generative Models. ACL (1) (2023)
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. INTERSPEECH (2023)
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 (2023)
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 (2023)
Jiashu Xu, Mingyu Derek Ma, Muhao Chen
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL (1) (2023)
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 (2023)
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 (2023)
Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. CoRR (2023)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
Summarization as Indirect Supervision for Relation Extraction. CoRR (2022)
Mingyu Derek Ma, Alex Taylor, Wei Wang, Nanyun Peng
DICE: Data-Efficient Clinical Event Extraction with Generative Models. CoRR (2022)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. CoRR (2022)
Jihoon Sohn, Mingyu Derek Ma, Muhao Chen
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. CoRR (2022)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
Summarization as Indirect Supervision for Relation Extraction. EMNLP (Findings) (2022)
Jiashu Xu, Mingyu Derek Ma, Muhao Chen
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? CoRR (2022)
Jihoon Sohn, Mingyu Derek Ma, Muhao Chen
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. AKBC (2022)
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)
Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. CoRR (2021)
Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. EMNLP (Findings) (2021)
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 (2021)
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)
Mingyu Derek Ma, Kevin K. Bowden, JiaQi Wu, Wen Cui, Marilyn A. Walker
Implicit Discourse Relation Identification for Open-domain Dialogues. CoRR (2019)
Mingyu Derek Ma, Kevin Bowden, JiaQi Wu, Wen Cui, Marilyn A. Walker
Implicit Discourse Relation Identification for Open-domain Dialogues. ACL (1) (2019)