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upvoted a paper about 1 hour ago

Incentivizing Self-Learning in Large Language Models via Reinforcement Learning

Paper • 2610.39671 • Published 14 days ago • 9

upvoted 2 papers 3 months ago

Is Next-Chunk Reasoning RL Really Better than SFT? Revisiting Training Strategies under no-CoT Data

Paper • 2608.23256 • Published Aug 24 • 22

SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration

Paper • 2607.20926 • Published Jul 23 • 2

upvoted 3 papers 4 months ago

Group Entropy-Controlled Policy Optimization

Paper • 2607.16850 • Published Jul 18 • 30

AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification

Paper • 2607.11849 • Published Sep 29 • 28

Scalable Visual Pretraining for Language Intelligence

Paper • 2607.09657 • Published Jul 10 • 56

upvoted a paper 5 months ago

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

Paper • 2606.03503 • Published Jun 2 • 25

upvoted a paper 8 months ago

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Paper • 2603.25040 • Published Mar 26 • 131

upvoted 4 papers 11 months ago

Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving

Paper • 2512.10739 • Published Dec 11, 2025 • 47

Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning

Paper • 2512.10534 • Published Dec 11, 2025 • 33

OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

Paper • 2512.10756 • Published Dec 11, 2025 • 36

ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning

Paper • 2512.05111 • Published Dec 4, 2025 • 50

upvoted a paper about 1 year ago

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 274

upvoted 3 papers over 1 year ago

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space

Paper • 2504.13835 • Published Apr 18, 2025 • 39

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Paper • 2504.10479 • Published Apr 14, 2025 • 312

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM

Paper • 2503.14478 • Published Mar 18, 2025 • 48