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upvoted a paper 4 days ago

SoFT: Soft Targets for Generalizable LLM Fine-Tuning

Paper • 2609.32493 • Published 14 days ago • 21

upvoted 2 papers 8 days ago

CorrGRPO: Correlation-Normalized GRPO for Multi-Reward Learning

Paper • 2609.36820 • Published 11 days ago • 40

Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI

Paper • 2609.38143 • Published 11 days ago • 85

upvoted a paper about 1 month ago

E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation

Paper • 2608.30730 • Published Aug 31 • 18

upvoted 2 papers about 2 months ago

UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations

Paper • 2608.15930 • Published Aug 16 • 47

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

Paper • 2608.12307 • Published Aug 12 • 118

authored a paper about 2 months ago

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

Paper • 2608.10299 • Published Aug 10 • 138

upvoted a paper about 2 months ago

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

Paper • 2608.10299 • Published Aug 10 • 138

authored 9 papers 3 months ago

Rethinking Prospect Theory for LLMs: Revealing the Instability of Decision-Making under Epistemic Uncertainty

Paper • 2508.08992 • Published Apr 10

CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?

Paper • 2510.24505 • Published Oct 28, 2025 • 5

CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents

Paper • 2511.02734 • Published Nov 4, 2025 • 23

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

Paper • 2607.17250 • Published Jul 19 • 93

ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty

Paper • 2412.20251 • Published May 25, 2025

SkillRevise: Improving LLM-Authored Agent Skills via Trace-Conditioned Skill Revision

Paper • 2606.01139 • Published Jun 2 • 1

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora

Paper • 2505.23628 • Published May 29, 2025

NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems

Paper • 2601.11004 • Published Jan 16 • 31

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation

Paper • 2402.10646 • Published Feb 16, 2024

upvoted a paper 3 months ago

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

Paper • 2607.17250 • Published Jul 19 • 93

updated a dataset 3 months ago

zongqing0068/EvolvingWorld

Updated Jul 7 • 56 • 1

published a dataset 3 months ago

zongqing0068/EvolvingWorld

Updated Jul 7 • 56 • 1