Maximillian L. Chen

[17] M. Chen, R. Sun, S.O. Arik Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling
ACL 2025 Findings

[pdf]

[16] M. Zhou, L. Zhang, S. Horng, M. Chen, K.H. Huang, S.F. Chang M2-TabFact: Multi-Document Multi-Modal Fact Verification With Visual and Textual Representations of Tabular Data
ACL 2025 Findings

[15] M. Chen, R. Sun, S.O. Arik, T. Pfister Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
ICLR 2025

[pdf]

[14] K. Qian, M. Chen, S. Li, A. Sharma, Z. Yu Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts
NAACL 2025

[13] K. Qian, S. Wan, C. Tang, Y. Wang, X. Zhang, M. Chen, Z. Yu VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation
EMNLP 2024 Findings

[pdf]

[12] Researchers from Kitware, Columbia, UT Austin, UC Berkeley ANGEL: Real-Time Mixed Reality Task Guidance
CVPR 2024 Demos

[11] X. Yu, M. Chen, Z. Yu Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning
EMNLP 2023

[pdf]

[10] M. Chen, Z. Yu Pre-Finetuning for Few-Shot Emotional Speech Recognition
INTERSPEECH 2023

[pdf] [code]

[9] M. Chen, X. Yu, W. Shi, U. Awasthi, Z. Yu Controllable Mixed-Initiative Dialogue Generation through Prompting
ACL 2023

[pdf] [slides] [code]

[8] M. Chen, A. Papangelis, C. Tao, S. Kim, A. Rosenbaum. Y. Liu, Z. Yu, D. Hakkani-Tur PLACES: Prompting Language Models for Social Conversation Synthesis
EACL 2023 Findings

[pdf] [slides] [code]

[7] M. Chen*, C. Chen*, X. Yu* and Z. Yu FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric
EACL 2023

[pdf] [slides] [code]

[6] M. Chen, A. Papangelis, C. Tao, A. Rosenbaum, S. Kim, Y. Liu, Z. Yu, D. Hakkani-Tur Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding
SyntheticData4ML @ NeurIPS 2022

[pdf] [slides] [video]

[5] M. Chen, W. Shi, F. Yan, R. Hou, J. Zhang, S. Sahay and Z. Yu Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue
AACL-IJCNLP 2022

[pdf] [slides] [code]

[4] R. Kizilcec, M. Chen, K. Jasinska, M. Madaio and A. Ogan Mobile Learning During School Disruptions in Sub-Saharan Africa
AERA Open Vol. 7 No. 1 (Special Topic Collection on Educational Data Science)

[pdf]

[3] M. Chen and R. Kizilcec Return of the Student: Predicting Re-Engagement in Mobile Learning
Educational Data Mining 2020

[pdf] [slides]

[2] R. Kizilcec and M. Chen Student Engagement in Mobile Learning via Text Message
ACM Conference on Learning @ Scale 2020

[pdf] [video]

[1] J. Guinness, D. Bhattacharya, J. Chen, M. Chen, and A. Loh An Observational Study of the Effect of Nike Vaporfly Shoes on Marathon Performance
RESEARCHERS.ONE

[pdf] [code]