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upvoted a paper 2 days ago

Unsupervised Skill Discovery for Agentic Data Analysis

Paper • 2606.06416 • Published 3 days ago • 10

upvoted a paper 3 days ago

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published 7 days ago • 32

upvoted 2 papers 6 days ago

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

Paper • 2605.30434 • Published 10 days ago • 21

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published 10 days ago • 23

upvoted 2 papers 9 days ago

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

Paper • 2605.30219 • Published 10 days ago • 24

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published 10 days ago • 41

upvoted 2 papers 10 days ago

Rethinking Memory as Continuously Evolving Connectivity

Paper • 2605.28773 • Published 11 days ago • 34

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Paper • 2605.28732 • Published 11 days ago • 39

upvoted a paper 13 days ago

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

Paper • 2605.22878 • Published 18 days ago • 58

upvoted a paper about 1 month ago

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

Paper • 2604.24198 • Published Apr 27 • 22

upvoted 2 papers 2 months ago

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

LightThinker++: From Reasoning Compression to Memory Management

Paper • 2604.03679 • Published Apr 4 • 38

liked a dataset 3 months ago

futurehouse/lab-bench

Viewer • Updated Sep 27, 2025 • 1.97k • 13.4k • 48

upvoted a paper 3 months ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 94

liked a dataset 3 months ago

tencent/CL-bench

Viewer • Updated Feb 6 • 1.9k • 1.18k • 145

upvoted a paper 3 months ago

How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities

Paper • 2603.02578 • Published Mar 3 • 25

upvoted 3 papers 5 months ago

Aligning Agentic World Models via Knowledgeable Experience Learning

Paper • 2601.13247 • Published Jan 19 • 15

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Paper • 2601.05905 • Published Jan 9 • 21

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published Jan 9 • 28

liked a model 5 months ago

deepseek-ai/DeepSeek-V3.2

Text Generation • 685B • Updated Dec 1, 2025 • 4.17M • • 1.45k