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upvoted a paper about 17 hours ago

Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Paper • 2402.14740 • Published Feb 22, 2024 • 18

upvoted a collection about 17 hours ago

Ming-V2

Collection

Ming is the multi-modal series of any-to-any models developed by Ant Ling team. • 11 items • Updated about 8 hours ago • 33

upvoted 3 papers 1 day ago

iGRPO: Self-Feedback-Driven LLM Reasoning

Paper • 2602.09000 • Published 3 days ago • 13

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published 8 days ago • 294

NanoQuant: Efficient Sub-1-Bit Quantization of Large Language Models

Paper • 2602.06694 • Published 6 days ago • 12

upvoted 2 papers 2 days ago

Data Science and Technology Towards AGI Part I: Tiered Data Management

Paper • 2602.09003 • Published 3 days ago • 5

Improving Data and Reward Design for Scientific Reasoning in Large Language Models

Paper • 2602.08321 • Published 4 days ago • 37

upvoted a paper 3 days ago

UI-Venus Technical Report: Building High-performance UI Agents with RFT

Paper • 2508.10833 • Published Aug 14, 2025 • 45

upvoted a paper 5 days ago

Reinforcement World Model Learning for LLM-based Agents

Paper • 2602.05842 • Published 7 days ago • 25

upvoted a paper 6 days ago

Privileged Information Distillation for Language Models

Paper • 2602.04942 • Published 8 days ago • 24

upvoted 2 papers 7 days ago

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

Paper • 2601.05593 • Published Jan 9 • 83

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

Paper • 2602.02486 • Published 10 days ago • 17

upvoted 3 papers 8 days ago

ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought

Paper • 2601.23184 • Published 13 days ago • 35

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published 10 days ago • 125

Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning

Paper • 2602.01058 • Published 12 days ago • 39

upvoted a paper 9 days ago

FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents

Paper • 2602.01566 • Published 11 days ago • 46

upvoted 4 papers 11 days ago

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

Paper • 2601.23143 • Published 13 days ago • 38

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published 14 days ago • 58

Beyond Imitation: Reinforcement Learning for Active Latent Planning

Paper • 2601.21598 • Published 14 days ago • 9

Post-LayerNorm Is Back: Stable, ExpressivE, and Deep

Paper • 2601.19895 • Published 16 days ago • 23