Mingyu Derek Ma

According to our database, Mingyu Derek Ma authored at least 27 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Are Large-Language Models Graph Algorithmic Reasoners?

Alexander K. Taylor, Anthony Cuturrufo, Vishal Yathish, Mingyu Derek Ma, Wei Wang

CoRR, 2024

GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation.

Jiashu He, Mingyu Derek Ma, Jinxuan Fan, Dan Roth, Wei Wang, Alejandro Ribeiro

CoRR, 2024

CLIMB: A Benchmark of Clinical Bias in Large Language Models.

Yubo Zhang, Shudi Hou, Mingyu Derek Ma, Wei Wang, Muhao Chen, Jieyu Zhao

CoRR, 2024

MIRAI: Evaluating LLM Agents for Event Forecasting.

Chenchen Ye, Ziniu Hu, Yihe Deng, Zijie Huang, Mingyu Derek Ma, Yanqiao Zhu, Wei Wang

CoRR, 2024

CliBench: Multifaceted Evaluation of Large Language Models in Clinical Decisions on Diagnoses, Procedures, Lab Tests Orders and Prescriptions.

Mingyu Derek Ma, Chenchen Ye, Yu Yan, Xiaoxuan Wang, Peipei Ping, Timothy S. Chang, Wei Wang

CoRR, 2024

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.

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

CoRR, 2024

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models.

Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Instructional Fingerprinting of Large Language Models.

Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Mitigating Bias for Question Answering Models by Tracking Bias Influence.

Mingyu Derek Ma, Jiun-Yu Kao, Arpit Gupta, Yu-Hsiang Lin, Wenbo Zhao, Tagyoung Chung, Wei Wang, Kai-Wei Chang, Nanyun Peng

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach.

Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Improving Event Definition Following For Zero-Shot Event Detection.

Zefan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma, Hritik Bansal, Baobao Chang, P. Jeffrey Brantingham, Wei Wang, Nanyun Peng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models.

Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways.

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media.

Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang

CoRR, 2023

STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models.

Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang

CoRR, 2023

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

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

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?

Jiashu Xu, Mingyu Derek Ma, Muhao Chen

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

DICE: Data-Efficient Clinical Event Extraction with Generative Models.

Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multi-hop Evidence Retrieval for Cross-document Relation Extraction.

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Summarization as Indirect Supervision for Relation Extraction.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

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

Jihoon Sohn, Mingyu Derek Ma, Muhao Chen

Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

2021

EventPlus: A Temporal Event Understanding Pipeline.

Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Dual memory network model for sentiment analysis of review text.

Jiaxing Shen, Mingyu Derek Ma, Rong Xiang, Qin Lu, Elvira Perez Vallejos, Ge Xu, Chu-Ren Huang, Yunfei Long

Knowl. Based Syst., 2020

2019

Implicit Discourse Relation Identification for Open-domain Dialogues.

Mingyu Derek Ma, Kevin Bowden, JiaQi Wu, Wen Cui, Marilyn A. Walker

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Dual Memory Network Model for Biased Product Review Classification.

Yunfei Long, Mingyu Ma, Qin Lu, Rong Xiang, Chu-Ren Huang

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

BlocHIE: A BLOCkchain-Based Platform for Healthcare Information Exchange.

Shan Jiang, Jiannong Cao, Hanqing Wu, Yanni Yang, Mingyu Ma, Jianfei He

Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018