arXiv Artificial IntelligenceRefusal Before Decoding: Detecting and Exploiting Refusal Signals in Intermediate LLM Activations
arXiv:2605.28553v2 Announce Type: replace Abstract: In this paper, we investigate whether refusal behavior…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMIRA: A Bilingual Benchmark for Medical Information Response Audit
arXiv:2605.28025v2 Announce Type: replace Abstract: Existing safety evaluations for large language models…
arXiv Artificial IntelligenceTowards Affordable Energy: A Gymnasium Environment for Electric Utility Demand-Response Programs
arXiv:2605.12462v2 Announce Type: replace Abstract: Extreme weather and volatile wholesale electricity…
arXiv Artificial IntelligenceCORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery
arXiv:2604.01658v3 Announce Type: replace Abstract: Large language model (LLM)-based evolution is a promising…
arXiv Artificial IntelligenceDiscovering High Level Patterns from Simulation Traces
arXiv:2602.10009v3 Announce Type: replace Abstract: Large Language Models (LLMs) are unable to reliably…
arXiv Artificial IntelligenceAuditing Multi-Agent LLM Reasoning Trees Outperforms Majority Vote and LLM-as-Judge
arXiv:2602.09341v2 Announce Type: replace Abstract: Multi-agent systems (MAS) can substantially extend the…
arXiv Artificial IntelligenceNot All Preferences Deserve Gradients: Understanding Gradient Utility in Offline Reasoning Alignment
arXiv:2602.01207v2 Announce Type: replace Abstract: Offline preference optimization aligns reasoning models…
arXiv Artificial IntelligenceComplete Identification of Deep ReLU Networks through {\L}ukasiewicz Logic
arXiv:2602.00266v2 Announce Type: replace Abstract: Two deep ReLU networks can have entirely different…
arXiv Artificial IntelligenceDeja Vu in Plots: Leveraging Cross-Session Evidence with Retrieval-Augmented LLMs for Live Streaming Risk Assessment
arXiv:2601.16027v3 Announce Type: replace Abstract: The rise of live streaming has transformed online…
arXiv Artificial IntelligencePaperScout: An Autonomous Agent for Academic Paper Search with Process-Aware Sequence-Level Policy Optimization
arXiv:2601.10029v3 Announce Type: replace Abstract: Academic paper search is a fundamental task in scientific…
arXiv Artificial IntelligenceWELD: The First Naturalistic Long-Period Small-Team Workplace Emotion Dataset for Ubiquitous Affective Computing
arXiv:2510.15221v3 Announce Type: replace Abstract: Affective computing has matured rapidly in laboratory…
arXiv Artificial IntelligenceRECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
arXiv:2505.19030v5 Announce Type: replace Abstract: Large language models (LLMs) are increasingly expected to…
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