AgentEvolver: System-Wide Self-Evolution Through Task Execution
Wentao Zhang et al.
#arXiv #cs.AI

RIT-RAG: Navigating Document Corpora with Retrieval-Induced Trees
Meghanadh Pulivarthi et al.
#arXiv #cs.AI #cs.IR
RL-ARC: Calibrating Large Reasoning Models via Reasoning-guided Uncertainty
Gukhyeon Lee, SangKeun Lee
#arXiv #cs.AI #cs.CL #cs.LG
SynCo: Data Synthesis Co-Training for Self-Evolving LLMs via Multi-Agent Reinforcement Learning
Wei Yang et al.
#arXiv #cs.AI
Plan-and-Patch: Diffusion Language Models for Agentic Planning
Syamantak Kumar et al.
#arXiv #cs.AI #cs.CL #cs.LG
An Explainable Header-Centric Framework for Large-Scale Semantic Table Interpretation and Data Quality Assessment
Marcelo Valentim Silva, Hannes Herrmann, Valerie Maxville
#arXiv #cs.AI #cs.CL
Overcoming Prior Barriers: Supervised Fine-Tuning under Long-Tail Distribution
Haohui Wang et al.
#arXiv #cs.AI #cs.CL #cs.LG
Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems
Saisab Sadhu et al.
#arXiv #cs.AI #cs.CL #cs.CY
📌 Learning Probabilistic Logic Programs with Functional Gradient Guided Language Models
Saurabh Mathur et al.
#arXiv #cs.AI
OA-MAP: Evidence-Grounded Multi-Agent Multimodal Framework for Interpretable Knee Osteoarthritis Progression
Sixu Chen et al.
#arXiv #cs.AI #cs.MA
Recompose and Refine Latent Reasoning Flows for Vision-Language-Action Models
Hongyu Shi et al.
#arXiv #cs.AI
Harness Evolution Hits a Ceiling: When Weight Training Should Begin
Yuan Tian et al.
#arXiv #cs.AI #cs.CL #cs.LG
Memory Type Varies: Empowering LLM Agents for Long-Term Memory with Diverse Strategies
Yi Wen et al.
#arXiv #cs.AI
Workerville: Towards an Organizational Behavior Account of Agent Safety
Hanjun Luo et al.
#arXiv #cs.AI
The Operator Mismatch Problem: Deploying BEV Perception with Portable GPU Compute
Rohit Verma, Anand V Bodas
#arXiv #cs.AI
From Chain-of-Thought to Loops: Non-Autoregressive Latent Reasoning via Looped Transformers
Gerard Grau Garc\'ia et al.
#arXiv #cs.AI