Think-J: Learning to Think for Generative LLM-as-a-Judge
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Hui, He, Yancheng, Zhou, Hongli, Zhang, Rui, Liu, Wei, Wang, Weixun, Liu, Jiaheng, Su, Wenbo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AIR: Complex Instruction Generation via Automatic Iterative Refinement
by: Liu, Wei, et al.
Published: (2025)
by: Liu, Wei, et al.
Published: (2025)
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
by: Li, Shilong, et al.
Published: (2024)
by: Li, Shilong, et al.
Published: (2024)
Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge
by: Saha, Swarnadeep, et al.
Published: (2025)
by: Saha, Swarnadeep, et al.
Published: (2025)
J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
by: Whitehouse, Chenxi, et al.
Published: (2025)
by: Whitehouse, Chenxi, et al.
Published: (2025)
ProgCo: Program Helps Self-Correction of Large Language Models
by: Song, Xiaoshuai, et al.
Published: (2025)
by: Song, Xiaoshuai, et al.
Published: (2025)
Thinking Fast, Thinking Wrong: Intuitiveness Modulates LLM Counterfactual Reasoning in Policy Evaluation
by: He, Yanjie
Published: (2026)
by: He, Yanjie
Published: (2026)
Thinkless: LLM Learns When to Think
by: Fang, Gongfan, et al.
Published: (2025)
by: Fang, Gongfan, et al.
Published: (2025)
Through the Judge's Eyes: Inferred Thinking Traces Improve Reliability of LLM Raters
by: Zhang, Xingjian, et al.
Published: (2025)
by: Zhang, Xingjian, et al.
Published: (2025)
Counterargument for Critical Thinking as Judged by AI and Humans
by: Adewumi, Tosin, et al.
Published: (2026)
by: Adewumi, Tosin, et al.
Published: (2026)
Thinking with Generated Images
by: Chern, Ethan, et al.
Published: (2025)
by: Chern, Ethan, et al.
Published: (2025)
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute
by: Wen, Hao, et al.
Published: (2025)
by: Wen, Hao, et al.
Published: (2025)
AdaThink-Med: Medical Adaptive Thinking with Uncertainty-Guided Length Calibration
by: Rui, Shaohao, et al.
Published: (2025)
by: Rui, Shaohao, et al.
Published: (2025)
MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning
by: Huang, Kun, et al.
Published: (2025)
by: Huang, Kun, et al.
Published: (2025)
Steering LLM Thinking with Budget Guidance
by: Li, Junyan, et al.
Published: (2025)
by: Li, Junyan, et al.
Published: (2025)
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
by: Bai, Ge, et al.
Published: (2024)
by: Bai, Ge, et al.
Published: (2024)
MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training
by: Huang, Hui, et al.
Published: (2025)
by: Huang, Hui, et al.
Published: (2025)
Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models
by: Tan, Yingshui, et al.
Published: (2024)
by: Tan, Yingshui, et al.
Published: (2024)
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
by: Yuan, Tongxin, et al.
Published: (2024)
by: Yuan, Tongxin, et al.
Published: (2024)
Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning
by: Wei, Wenda, et al.
Published: (2025)
by: Wei, Wenda, et al.
Published: (2025)
Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning
by: Qian, Chen, et al.
Published: (2025)
by: Qian, Chen, et al.
Published: (2025)
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
by: Yang, Wenkai, et al.
Published: (2025)
by: Yang, Wenkai, et al.
Published: (2025)
AdaptThink: Reasoning Models Can Learn When to Think
by: Zhang, Jiajie, et al.
Published: (2025)
by: Zhang, Jiajie, et al.
Published: (2025)
ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization
by: Li, Sunzhu, et al.
Published: (2025)
by: Li, Sunzhu, et al.
Published: (2025)
Improving Multi-turn Dialogue Consistency with Self-Recall Thinking
by: Pang, Renning, et al.
Published: (2026)
by: Pang, Renning, et al.
Published: (2026)
Evaluating LLMs' Divergent Thinking Capabilities for Scientific Idea Generation with Minimal Context
by: Ruan, Kai, et al.
Published: (2024)
by: Ruan, Kai, et al.
Published: (2024)
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
by: Li, Shilong, et al.
Published: (2024)
by: Li, Shilong, et al.
Published: (2024)
Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts
by: Xu, Haolei, et al.
Published: (2026)
by: Xu, Haolei, et al.
Published: (2026)
Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
by: Ling Team, et al.
Published: (2025)
by: Ling Team, et al.
Published: (2025)
MTMT: Consolidating Multiple Thinking Modes to Form a Thought Tree for Strengthening LLM
by: Li, Changcheng, et al.
Published: (2024)
by: Li, Changcheng, et al.
Published: (2024)
Demystifying Hybrid Thinking: Can LLMs Truly Switch Between Think and No-Think?
by: Wang, Shouren, et al.
Published: (2025)
by: Wang, Shouren, et al.
Published: (2025)
The Ramon Llull's Thinking Machine for Automated Ideation
by: Zhao, Xinran, et al.
Published: (2025)
by: Zhao, Xinran, et al.
Published: (2025)
AdapThink: Adaptive Thinking Preferences for Reasoning Language Model
by: Wan, Xu, et al.
Published: (2025)
by: Wan, Xu, et al.
Published: (2025)
Exploring the System 1 Thinking Capability of Large Reasoning Models
by: Zhang, Wenyuan, et al.
Published: (2025)
by: Zhang, Wenyuan, et al.
Published: (2025)
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning
by: Zhang, Xiaoyun, et al.
Published: (2025)
by: Zhang, Xiaoyun, et al.
Published: (2025)
InCoder-32B-Thinking: Industrial Code World Model for Thinking
by: Yang, Jian, et al.
Published: (2026)
by: Yang, Jian, et al.
Published: (2026)
Think Twice Before You Write -- an Entropy-based Decoding Strategy to Enhance LLM Reasoning
by: He, Jiashu, et al.
Published: (2026)
by: He, Jiashu, et al.
Published: (2026)
On the Overscaling Curse of Parallel Thinking: System Efficacy Contradicts Sample Efficiency
by: Wang, Yiming, et al.
Published: (2026)
by: Wang, Yiming, et al.
Published: (2026)
Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models
by: Chen, Qiguang, et al.
Published: (2025)
by: Chen, Qiguang, et al.
Published: (2025)
Halu-J: Critique-Based Hallucination Judge
by: Wang, Binjie, et al.
Published: (2024)
by: Wang, Binjie, et al.
Published: (2024)
To Retrieve or To Think? An Agentic Approach for Context Evolution
by: Chen, Rubing, et al.
Published: (2026)
by: Chen, Rubing, et al.
Published: (2026)
Similar Items
-
AIR: Complex Instruction Generation via Automatic Iterative Refinement
by: Liu, Wei, et al.
Published: (2025) -
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
by: Li, Shilong, et al.
Published: (2024) -
Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge
by: Saha, Swarnadeep, et al.
Published: (2025) -
J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
by: Whitehouse, Chenxi, et al.
Published: (2025) -
ProgCo: Program Helps Self-Correction of Large Language Models
by: Song, Xiaoshuai, et al.
Published: (2025)