Ruosen Li

15 papers A* 2Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control.
CoRR
Ruosen Li, Ziming Luo, Quan Zhang, Ruochen Li, Ben Zhou, Ali Payani, Xinya Du
2025 J jnl
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering.
CoRR
Zhenwen Liang, Ruosen Li, Yujun Zhou, Linfeng Song, Dian Yu, Xinya Du, Haitao Mi, Dong Yu
2025 — conf
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning.
EMNLP (Findings)
Ruosen Li, Ziming Luo, Xinya Du
2025 J jnl
Multimodal Reference Visual Grounding.
CoRR
Yangxiao Lu, Ruosen Li, Liqiang Jing, Jikai Wang, Xinya Du, Yunhui Guo, Nicholas Ruozzi, Yu Xiang
2025 J jnl
R-Zero: Self-Evolving Reasoning LLM from Zero Data.
CoRR
Chengsong Huang, Wenhao Yu, Xiaoyang Wang, Hongming Zhang, Zongxia Li, Ruosen Li, Jiaxin Huang, Haitao Mi, Dong Yu
2024 — conf
FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models.
EMNLP (Findings)
Liqiang Jing, Ruosen Li, Yunmo Chen, Xinya Du
2024 J jnl
Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning.
CoRR
Ruosen Li, Ziming Luo, Xinya Du
2024 A* conf
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering.
NeurIPS
Ruosen Li, Ruochen Li, Barry Wang, Xinya Du
2024 J jnl
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering.
CoRR
Ruosen Li, Barry Wang, Ruochen Li, Xinya Du
2024 A* conf
MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations.
NeurIPS
Ruosen Li, Zimu Wang, Son Quoc Tran, Lei Xia, Xinya Du
2024 J jnl
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations.
Trans. Mach. Learn. Res.
Ruosen Li, Teerth Patel, Xinya Du
2023 J jnl
FAITHSCORE: Evaluating Hallucinations in Large Vision-Language Models.
CoRR
Liqiang Jing, Ruosen Li, Yunmo Chen, Mengzhao Jia, Xinya Du
2023 — conf
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning.
EMNLP (Findings)
Ruosen Li, Xinya Du
2023 J jnl
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning.
CoRR
Ruosen Li, Xinya Du
2023 J jnl
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations.
CoRR
Ruosen Li, Teerth Patel, Xinya Du