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upvoted a paper 1 day ago

SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence

Paper • 2512.22334 • Published 13 days ago • 32

upvoted a paper 5 days ago

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published 21 days ago • 111

upvoted 2 papers 3 months ago

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

Paper • 2510.08529 • Published Oct 9, 2025 • 18

SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines

Paper • 2509.21320 • Published Sep 25, 2025 • 101

upvoted 5 papers 4 months ago

HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?

Paper • 2509.07894 • Published Sep 9, 2025 • 31

Transition Models: Rethinking the Generative Learning Objective

Paper • 2509.04394 • Published Sep 4, 2025 • 28

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 228

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Paper • 2508.21148 • Published Aug 28, 2025 • 140

CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics

Paper • 2508.18124 • Published Aug 25, 2025 • 49

upvoted 4 papers 5 months ago

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery

Paper • 2508.14111 • Published Aug 18, 2025 • 33

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 259

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

VeriGUI: Verifiable Long-Chain GUI Dataset

Paper • 2508.04026 • Published Aug 6, 2025 • 161

upvoted 2 papers 7 months ago

Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning

Paper • 2506.10521 • Published Jun 12, 2025 • 73

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 131

upvoted a paper 8 months ago

NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Paper • 2505.16938 • Published May 22, 2025 • 120

upvoted a paper 9 months ago

Towards Physically Plausible Video Generation via VLM Planning

Paper • 2503.23368 • Published Mar 30, 2025 • 40

upvoted a paper 10 months ago

SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Paper • 2503.04629 • Published Mar 6, 2025 • 19

upvoted a paper 12 months ago

Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback

Paper • 2501.03916 • Published Jan 7, 2025 • 16

upvoted a paper about 1 year ago

WorldSimBench: Towards Video Generation Models as World Simulators

Paper • 2410.18072 • Published Oct 23, 2024 • 19