Routing without Forgetting
arXiv:2603.09576v1 Announce Type: cross Abstract: Continual learning in transformers is commonly addressed through parameter-efficient adaptation: prompts, adapters, or LoRA modules…
FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing
arXiv:2603.02702v2 Announce Type: replace Abstract: The financial domain involves a variety of important time-series problems. Recently, time-series analysis methods that…
Emotional Modulation in Swarm Decision Dynamics
arXiv:2603.09963v1 Announce Type: cross Abstract: Collective decision-making in biological and human groups often emerges from simple interaction rules that amplify…
MASEval: Extending Multi-Agent Evaluation from Models to Systems
arXiv:2603.08835v1 Announce Type: new Abstract: The rapid adoption of LLM-based agentic systems has produced a rich ecosystem of frameworks (smolagents,…
PostTrainBench: Can LLM Agents Automate LLM Post-Training?
arXiv:2603.08640v2 Announce Type: replace-cross Abstract: AI agents have become surprisingly proficient at software engineering over the past year, largely due…
Common Sense vs. Morality: The Curious Case of Narrative Focus Bias in LLMs
arXiv:2603.09434v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly deployed across diverse real-world applications and user communities. As…
CERES: A Probabilistic Early Warning System for Acute Food Insecurity
arXiv:2603.09425v1 Announce Type: cross Abstract: We present CERES (Calibrated Early-warning and Risk Estimation System), an automated probabilistic forecasting system for…
IMSE: Intrinsic Mixture of Spectral Experts Fine-tuning for Test-Time Adaptation
arXiv:2603.07926v2 Announce Type: replace-cross Abstract: Test-time adaptation (TTA) has been widely explored to prevent performance degradation when test data differ…
Autonomous AI Agents for Option Hedging: Enhancing Financial Stability through Shortfall Aware Reinforcement Learning
arXiv:2603.06587v1 Announce Type: new Abstract: The deployment of autonomous AI agents in derivatives markets has widened a practical gap between…
Bridging Domains through Subspace-Aware Model Merging
arXiv:2603.05768v2 Announce Type: replace-cross Abstract: Model merging integrates multiple task-specific models into a single consolidated one. Recent research has made…