| 2025 | ACL | Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling. | Maximillian Chen, Ruoxi Sun, Sercan . Arik |
| 2025 | ACL | M²-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data. | Mingyang Zhou, Lingyu Zhang, Sophia Horng, Maximillian Chen, Kung-Hsiang Huang, Shih-Fu Chang |
| 2025 | ICLR | Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training. | Maximillian Chen, Ruoxi Sun, Tomas Pfister, Sercan . Arik |
| 2025 | NAACL | Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts. | Kun Qian, Maximillian Chen, Siyan Li, Arpit Sharma, Zhou Yu |
| 2024 | EMNLP | VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation. | Kun Qian, Shunji Wan, Claudia Tang, Youzhi Wang, Xuanming Zhang, Maximillian Chen, Zhou Yu |
| 2023 | ACL | Controllable Mixed-Initiative Dialogue Generation through Prompting. | Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu |
| 2023 | EACL | FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric. | Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu |
| 2023 | EACL | PLACES: Prompting Language Models for Social Conversation Synthesis. | Maximillian Chen, Alexandros Papangelis, Chenyang Tao, Seokhwan Kim, Andy Rosenbaum, Yang Liu, Zhou Yu, Dilek Hakkani-Tur |
| 2023 | EMNLP | Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning. | Xiao Yu, Maximillian Chen, Zhou Yu |
| 2023 | Interspeech | Pre-Finetuning for Few-Shot Emotional Speech Recognition. | Maximillian Chen, Zhou Yu |
| 2022 | IJCNLP | Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue. | Maximillian Chen, Weiyan Shi, Feifan Yan, Ryan Hou, Jingwen Zhang, Saurav Sahay, Zhou Yu |
| 2020 | EDM | Return of the Student: Predicting Re-Engagement in Mobile Learning. | Maximillian Chen, Ren F. Kizilcec |