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LLM Rationalis? Measuring bargaining capabilities of AI negotiators
Cheril Shah, Akshit Agarwal, Kanak Garg, Mourad Heddaya
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
Li Li, Peilin Cai, Ryan A. Rossi, Franck Dernoncourt, Branislav Kveton, Junda Wu, Tong Yu, Linxin Song, Tiankai Yang, Yuehan Qin, Nesreen K. Ahmed, Samyadeep Basu, Subhojyoti Mukherjee, Ruiyi Zhang, Zhengmian Hu, Bo Ni, Yuxiao Zhou, Zichao Wang, Yue Huang, Yu Wang et al. (4 additional authors not shown)
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Spotlight
- Readers: Everyone
$\textit{The Traitors}$: Deception and Trust in Multi-Agent Language Model Simulations
Pedro M. P. Curvo
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care
Zonghai Yao, Talha Chafekar, Junda Wang, Shuo Han, Feiyun Ouyang, Junhui Qian, Lingxi Li, hong yu
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
ExploraTutor: A Dataset for Children’s Exploratory Dialogue by Integrating Multiple Educational theories
Siqi Xie, Yaxin Xu
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
RefineBench: Evaluating Refinement Capability in Language Models
Young-Jun Lee, Seungone Kim, Byung-Kwan Lee, Minkyeong Moon, Yechan Hwang, Jong Myoung Kim, Graham Neubig, Sean Welleck, Ho-Jin Choi
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Oral
- Readers: Everyone
Estimating the Empowerment of Language Model Agents
Jinyeop Song, Jeff Gore, Max Kleiman-Weiner
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
ObjexMT: Objective Extraction and Metacognitive Calibration for LLM‑as‑a‑Judge under Multi‑Turn Jailbreaks
Hyunjun Kim, Junwoo Ha, Haon Park, Sangyoon Yu
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
MAREval: A Multi-Agent Framework for Evaluating Natural Language Recommendation Explanations
Reza Yousefi Maragheh, Jayesh Uddhav Kudase, Aysenur Inan, Ramin Giahi, Kai Zhao, Jianpeng Xu, Jason Cho, Evren Korpeoglu, Sushant Kumar
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
RAFFLES: Reasoning-based Attribution of Faults for LLM Systems
Chenyang Zhu, Spencer Hong, Jingyu Wu, Kushal Chawla, Yuhui Tang, Youbing Yin, Nathan Wolfe, Erin Babinsky, Daben Liu
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
CaRT: Teaching LLM Agents to Know When They Know Enough
Grace Liu, Yuxiao Qu, Jeff Schneider, Aarti Singh, Aviral Kumar
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
The Influence of Scaffolds on Coordination Scaling Laws in LLM Agents
Mariana Meireles, Rupali Bhati, Niklas Lauffer, Cameron Allen
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Zhenghai Xue, Longtao Zheng, Qian Liu, Yingru Li, Xiaosen Zheng, Zejun MA, Bo An
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Spotlight
- Readers: Everyone
Interleaved Reasoning for Large Language Models via Reinforcement Learning
Roy Xie, David Qiu, Deepak Gopinath, Dong Lin, Yanchao Sun, Chong Wang, Saloni Potdar, Bhuwan Dhingra
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Alignment via Competition: Emergent Alignment from Differently Misaligned Agents
Natalie Collina, Surbhi Goel, Aaron Roth, Emily Ryu, Mirah Shi
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Characterization and Detection of Incompleteness and Ambiguity in Multi-Turn Interactions with LLMs
Riya Naik, Ashwin Srinivasan, Swati Agarwal, Estrid He
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
PyVision: Agentic Vision with Dynamic Tooling
Shitian Zhao, Haoquan Zhang, Shaoheng Lin, Ming Li, Qilong Wu, Kaipeng Zhang, Chen Wei
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Exploring exploration with foundation agents in interactive environments
Daniel P. Sawyer, Nan Rosemary Ke, Hubert Soyer, Martin Engelcke, John Reid, David P Reichert, Drew A. Hudson, Alexander Lerchner, Danilo Jimenez Rezende, Timothy P Lillicrap, Michael Curtis Mozer, Jane X Wang
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
MAC: A Multi-Agent Framework for Interactive User Clarification in Multi-turn Conversations
Emre Can Acikgoz, Jinoh Oh, Joo Hyuk Jeon, Jie Hao, Heng Ji, Dilek Hakkani-Tür, Gokhan Tur, Xiang Li, Chengyuan Ma, Xing Fan
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
State-Induced Risk Amplification of AI Agents
Rebecka Nordenlöw, Takayuki Osogami, Lauren Quigley, Sara E. Berger, Rachel K. E. Bellamy
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
SMAGDi: Socratic Multi Agent Interaction Graph Distillation for Efficient High Accuracy Reasoning
Aayush Aluru, Myra N. Malik, Samarth Patankar, Spencer Kim, Kevin Zhu, Vasu Sharma, Sean O'Brien
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Collaborative Prediction: Tractable Information Aggregation via Agreement
Natalie Collina, Ira Globus-Harris, Surbhi Goel, Varun Gupta, Aaron Roth, Mirah Shi
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Efficient Reinforcement Learning for Optimizing Multi-turn Student Outcomes with LLM Tutors
HyunJi Nam, Omer Gottesman, Amy Zhang, Dean Foster, Emma Brunskill, Lyle Ungar
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting
Shashidhar Reddy Javaji, Bhavul Gauri, Zining Zhu
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Probe by Gaming: A Game-based Benchmark for Assessing Conceptual Knowledge in LLMs
Shuhang Xu, Weijian Deng, Yixuan Zhou, Fangwei Zhong
- Published: 06 Oct 2025, Last Modified: 04 Nov 2025
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone

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