AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents arxiv.org/abs/2603.03290 .CL .AI .IR .LG

One Bias After Another: Mechanistic Reward Shaping and Persistent Biases in Language Reward Models arxiv.org/abs/2603.03291 .CL .AI

From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG arxiv.org/abs/2603.03292 .CL .AI .IR

Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory arxiv.org/abs/2603.03294 .CL .AI .LG

Language Model Goal Selection Differs from Humans' in an Open-Ended Task arxiv.org/abs/2603.03295 .CL .AI .CY

TTSR: Test-Time Self-Reflection for Continual Reasoning Improvement arxiv.org/abs/2603.03297 .CL .AI .LG

TATRA: Training-Free Instance-Adaptive Prompting Through Rephrasing and Aggregation arxiv.org/abs/2603.03298 .CL .AI

GLEAN: Grounded Lightweight Evaluation Anchors for Contamination-Aware Tabular Reasoning arxiv.org/abs/2603.02212 .DB .AI

A Zipf-preserving, long-range correlated surrogate for written language and other symbolic sequences arxiv.org/abs/2603.02213 -mat.stat-mech -bio.GN .CL

Federated Inference: Toward Privacy-Preserving Collaborative and Incentivized Model Serving arxiv.org/abs/2603.02214 .AI .CR .LG

RxnNano:Training Compact LLMs for Chemical Reaction and Retrosynthesis Prediction via Hierarchical Curriculum Learning arxiv.org/abs/2603.02215 .LG .AI

ATPO: Adaptive Tree Policy Optimization for Multi-Turn Medical Dialogue arxiv.org/abs/2603.02216 .LG .AI

Is Retraining-Free Enough? The Necessity of Router Calibration for Efficient MoE Compression arxiv.org/abs/2603.02217 .LG .AI

Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain arxiv.org/abs/2603.02218 .IT .LG .AI .CL .IT

NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels arxiv.org/abs/2603.02219 .LG .AI

Forecasting as Rendering: A 2D Gaussian Splatting Framework for Time Series Forecasting arxiv.org/abs/2603.02220 .LG .AI .CV

MedFeat: Model-Aware and Explainability-Driven Feature Engineering with LLMs for Clinical Tabular Prediction arxiv.org/abs/2603.02221 .LG .AI

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