Jie Lou

Researcher, Xiaohongshu Inc

Joined

May 2024

Names

Jie Lou (Preferred)

,

jie lou

Emails

****@aliyun.com (Confirmed)

,

****@baidu.com

Personal Links

Career & Education History

Researcher

Xiaohongshu Inc (xiaohongshu.com)

2023 – Present

Researcher

Baidu (baidu.com)

2021 – 2023

Advisors, Relations & Conflicts

Coauthor

2024 – 2024

Coauthor

2022 – 2024

Expertise

nlp

,

LLM

,

RLHF

2021 – 2024

Publications

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch
Xueru Wen, Jie Lou, Zichao Li, Yaojie Lu, XingYu, Yuqiu Ji, Guohai Xu, Hongyu Lin, Ben He, Xianpei Han, Le Sun, Debing Zhang
- ACL 2025 Main
- Readers: Everyone
Scalable Oversight for Superhuman AI via Recursive Self-Critiquing
Xueru Wen, Jie Lou, Xinyu Lu, Junjie Yang, yanjiang liu, Yaojie Lu, Debing Zhang, XingYu
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning
Qianhao Yuan, Jie Lou, Zichao Li, Jiawei Chen, Yaojie Lu, Hongyu Lin, Le Sun, Debing Zhang, Xianpei Han
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
Zichao Li, Xueru Wen, Jie Lou, Yuqiu Ji, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun
- ICML 2025 poster
- Readers: Everyone
On-Policy Fine-grained Knowledge Feedback for Hallucination Mitigation
Xueru Wen, Xinyu Lu, Xinyan Guan, Jie Lou, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun
- Submitted to ICLR 2025
- Readers: Everyone
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-Thought Critic
Xin Zheng, Jie Lou, Boxi Cao, Xueru Wen, Yuqiu Ji, Hongyu Lin, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
Xueru Wen, Jie Lou, Yaojie Lu, Hongyu Lin, XingYu, Xinyu Lu, Ben He, Xianpei Han, Debing Zhang, Le Sun
- ICLR 2025 Spotlight
- Readers: Everyone
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic
Xin Zheng, Jie Lou, Boxi Cao, Xueru Wen, Yuqiu Ji, Hongyu Lin, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun
- CoRR 2024
- Readers: Everyone
Learning In-context Learning for Named Entity Recognition
Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun
- Published: 01 Jan 2023, Last Modified: 19 Jun 2023
- CoRR 2023
- Readers: Everyone
Universal Information Extraction as Unified Semantic Matching
Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
- Published: 01 Jan 2023, Last Modified: 19 Jun 2023
- CoRR 2023
- Readers: Everyone

View all 11 publications

Co-Authors