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Awesome refinement β curated papers, datasets & benchmarks Β· Awesome Large Language Models
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17 papers tagged refinement β re-sort below
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17 papers Β· trending (default)
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement
(2026)
Jian Zhang et al.
1.94
V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval
(2026)
Dongyang Chen et al.
1.94
Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training
(2026)
Yiwei Qin et al.
1.94
PRISM: Pushing the Frontier of Deep Think via Process Reward Model-Guided Inference
(2026)
Rituraj Sharma et al.
1.94
Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation
(2026)
Chenxi Zhao et al.
1.94
Continual Harness: Online Adaptation for Self-Improving Foundation Agents
(2026)
Seth Karten et al.
1.94
ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning
(2026)
Juncheng Wu et al.
1.94
Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models
(2026)
Malikeh Ehghaghi et al.
1.94
SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions
(2026)
Mohit Raghavendra et al.
1.94
InstanceControl: Controllable Complex Image Generation without Instance Labeling
(2026)
Xiaoyu Liu et al.
1.94
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
(2026)
Minrui Xu et al.
1.89
PromptRL: Prompt Matters in RL for Flow-Based Image Generation
(2026)
Fu-Yun Wang et al.
1.72
Data Science and Technology Towards AGI Part I: Tiered Data Management
(2026)
Yudong Wang et al.
1.72
AutoPresent: Designing Structured Visuals from Scratch
(2025)
Jiaxin Ge et al.
1.28
Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning
(2025)
Yufei Zhan et al.
1.28
AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning
(2025)
Zhanke Zhou et al.
1.28
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
(2024)
Zixiang Chen et al.
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