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upvoted a paper 15 days ago

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published 18 days ago • 413

upvoted 3 papers 3 months ago

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Paper • 2601.05593 • Published Jan 9 • 86

BabyVision: Visual Reasoning Beyond Language

Paper • 2601.06521 • Published Jan 10 • 200

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 215

upvoted an article 3 months ago

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Article

Navigating the RLHF Landscape: From Policy Gradients to PPO, GAE, and DPO for LLM Alignment

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Feb 11, 2025

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113

upvoted an article 4 months ago

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Article

We Got Claude to Fine-Tune an Open Source LLM

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Dec 4, 2025

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617

upvoted 3 papers 4 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 265

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 106

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 303

upvoted a paper 5 months ago

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 229

upvoted a paper 6 months ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 276

upvoted 2 papers 7 months ago

Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers

Paper • 2509.03059 • Published Sep 3, 2025 • 25

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22, 2025 • 162

upvoted 2 papers 9 months ago

A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17, 2025 • 263

Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective

Paper • 2506.14965 • Published Jun 17, 2025 • 50

upvoted 2 papers 11 months ago

CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges

Paper • 2504.19093 • Published Apr 27, 2025 • 18

Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Paper • 2504.16656 • Published Apr 23, 2025 • 58

upvoted 3 papers 12 months ago

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18, 2025 • 141

WORLDMEM: Long-term Consistent World Simulation with Memory

Paper • 2504.12369 • Published Apr 16, 2025 • 35

Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning

Paper • 2504.08672 • Published Apr 11, 2025 • 55