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Collections including paper arxiv:2510.19363

MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods

Paper • 2601.21821 • Published 15 days ago • 59
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published 14 days ago • 97
Reinforced Attention Learning

Paper • 2602.04884 • Published 9 days ago • 27
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora

Paper • 2510.10114 • Published Oct 11, 2025 • 4
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Paper • 2510.23587 • Published Oct 27, 2025 • 67
Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1

Paper • 2510.19600 • Published Oct 22, 2025 • 69

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published Oct 21, 2025 • 84
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published Oct 15, 2025 • 32
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published Oct 16, 2025 • 42
BitNet Distillation

Paper • 2510.13998 • Published Oct 15, 2025 • 59
GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published Oct 22, 2025 • 52

Efficient Code Embeddings from Code Generation Models

Paper • 2508.21290 • Published Aug 29, 2025 • 19
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

Towards General Agentic Intelligence via Environment Scaling

Paper • 2509.13311 • Published Sep 16, 2025 • 71
Establishing Best Practices for Building Rigorous Agentic Benchmarks

Paper • 2507.02825 • Published Jul 3, 2025 • 1
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge

Paper • 2510.18941 • Published Oct 21, 2025 • 8

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

Reinforcement Learning

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13, 2025 • 32
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning

Paper • 2510.25992 • Published Oct 29, 2025 • 48
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published Nov 10, 2025 • 19

Chain of thought

NousResearch/Hermes-4-70B-FP8

Text Generation • 71B • Updated Sep 12, 2025 • 270 • 25
NousResearch/Hermes-4-405B-FP8

Text Generation • 406B • Updated Sep 2, 2025 • 272 • 21
Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models

Paper • 2508.21365 • Published Aug 29, 2025 • 29
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent

Paper • 2509.15566 • Published Sep 19, 2025 • 14

MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods

Paper • 2601.21821 • Published 15 days ago • 59
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published 14 days ago • 97
Reinforced Attention Learning

Paper • 2602.04884 • Published 9 days ago • 27
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora

Paper • 2510.10114 • Published Oct 11, 2025 • 4
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Paper • 2510.23587 • Published Oct 27, 2025 • 67
Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1

Paper • 2510.19600 • Published Oct 22, 2025 • 69

Towards General Agentic Intelligence via Environment Scaling

Paper • 2509.13311 • Published Sep 16, 2025 • 71
Establishing Best Practices for Building Rigorous Agentic Benchmarks

Paper • 2507.02825 • Published Jul 3, 2025 • 1
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge

Paper • 2510.18941 • Published Oct 21, 2025 • 8

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published Oct 21, 2025 • 84
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published Oct 15, 2025 • 32
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published Oct 16, 2025 • 42
BitNet Distillation

Paper • 2510.13998 • Published Oct 15, 2025 • 59
GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published Oct 22, 2025 • 52

Reinforcement Learning

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13, 2025 • 32
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning

Paper • 2510.25992 • Published Oct 29, 2025 • 48
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published Nov 10, 2025 • 19

Efficient Code Embeddings from Code Generation Models

Paper • 2508.21290 • Published Aug 29, 2025 • 19
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 62

Chain of thought

NousResearch/Hermes-4-70B-FP8

Text Generation • 71B • Updated Sep 12, 2025 • 270 • 25
NousResearch/Hermes-4-405B-FP8

Text Generation • 406B • Updated Sep 2, 2025 • 272 • 21
Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models

Paper • 2508.21365 • Published Aug 29, 2025 • 29
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent

Paper • 2509.15566 • Published Sep 19, 2025 • 14

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