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Collections including paper arxiv:2602.12670

about 16 hours ago

Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published 16 days ago • 49
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59
SkillProbe: Security Auditing for Emerging Agent Skill Marketplaces via Multi-Agent Collaboration

Paper • 2603.21019 • Published 20 days ago

paper collection（draft）

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 244

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published Jan 23 • 18
Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21
Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 102
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 42

ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15
Behavioral Fingerprinting of Large Language Models

Paper • 2509.04504 • Published Sep 2, 2025 • 6
Statistical Methods in Generative AI

Paper • 2509.07054 • Published Sep 8, 2025 • 11
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2, 2025 • 28

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59

Exploring Reasoning Reward Model for Agents

Paper • 2601.22154 • Published Jan 29 • 23
Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Paper • 2602.04837 • Published Feb 4 • 9
Agent Skills: A Data-Driven Analysis of Claude Skills for Extending Large Language Model Functionality

Paper • 2602.08004 • Published Feb 8 • 5
SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue

Paper • 2602.03548 • Published Feb 3 • 4

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34
BabyVision: Visual Reasoning Beyond Language

Paper • 2601.06521 • Published Jan 10 • 201
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors

Paper • 2601.07226 • Published Jan 12 • 33
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

Paper • 2601.22027 • Published Jan 29 • 85

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13, 2025 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14, 2025 • 20
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6, 2025 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19, 2025 • 48

about 16 hours ago

Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published 16 days ago • 49
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59
SkillProbe: Security Auditing for Emerging Agent Skill Marketplaces via Multi-Agent Collaboration

Paper • 2603.21019 • Published 20 days ago

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59

paper collection（draft）

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 244

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 59

Exploring Reasoning Reward Model for Agents

Paper • 2601.22154 • Published Jan 29 • 23
Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Paper • 2602.04837 • Published Feb 4 • 9
Agent Skills: A Data-Driven Analysis of Claude Skills for Extending Large Language Model Functionality

Paper • 2602.08004 • Published Feb 8 • 5
SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue

Paper • 2602.03548 • Published Feb 3 • 4

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published Jan 23 • 18
Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21
Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 102
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 42

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34
BabyVision: Visual Reasoning Beyond Language

Paper • 2601.06521 • Published Jan 10 • 201
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors

Paper • 2601.07226 • Published Jan 12 • 33
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

Paper • 2601.22027 • Published Jan 29 • 85

ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Paper • 2508.15804 • Published Aug 14, 2025 • 15
Behavioral Fingerprinting of Large Language Models

Paper • 2509.04504 • Published Sep 2, 2025 • 6
Statistical Methods in Generative AI

Paper • 2509.07054 • Published Sep 8, 2025 • 11
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2, 2025 • 28

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13, 2025 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14, 2025 • 20
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6, 2025 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19, 2025 • 48

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