arXiv Artificial IntelligenceAgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories
arXiv:2609.05837v1 Announce Type: new Abstract: LLM-based agents are increasingly deployed in real-world…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceLearning Counterfactual World Models for Embodied Reasoning under Partial Observability
arXiv:2609.05834v1 Announce Type: new Abstract: World models promise a general route to embodied…
arXiv Artificial IntelligenceBeyond Top-$k$ Skill Retrieval: Diversity-Aware Skill Routing for LLM Agents
arXiv:2609.05824v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly rely on…
arXiv Artificial IntelligenceAgentic BAIM-LLM Evaluation (ABLE): Benchmarking LLM Use of Protein Design Tools
arXiv:2609.05818v1 Announce Type: new Abstract: We introduce ABLE, a benchmark for evaluating LLM agents'…
arXiv Artificial IntelligenceExposing Weaknesses in Emotion Recognition in Conversations
arXiv:2609.05806v1 Announce Type: new Abstract: Emotion Recognition in Conversations (ERC) aims to identify…
arXiv Artificial IntelligenceEvidence-Aligned Local Composition of Discrete Experts for Sequence Restoration
arXiv:2609.05801v1 Announce Type: new Abstract: A document modeled as a discrete sequence of tokens can be…
arXiv Artificial IntelligenceSpillover-Aware Multi-Value Steering for Pluralistic LLM Alignment
arXiv:2609.05800v1 Announce Type: new Abstract: Activation steering controls LLM behavior at inference time…
arXiv Artificial IntelligenceMore Than Mimicking Reviewers: Evaluating LLMs for Pre-Submission Peer Review
arXiv:2609.05788v1 Announce Type: new Abstract: Peer-review feedback often arrives too late for authors to…
arXiv Artificial IntelligenceDistilling Vision-Language Models for On-Device Fire Understanding
arXiv:2609.05782v1 Announce Type: new Abstract: Vision-language models (VLMs) offer a promising alternative…
arXiv Artificial IntelligenceDI-Bench: Systematically Generating In-Domain Data Intelligence Benchmarks for Enterprise Agents
arXiv:2609.05776v1 Announce Type: new Abstract: Evaluating enterprise agents on domain-specific benchmarks is…
arXiv Artificial IntelligenceInference-Time Graph Engineering for Multi-Agent LLM Workflows
arXiv:2609.05774v1 Announce Type: new Abstract: Recent multi-agent LLM systems increasingly rely on…
arXiv Artificial IntelligenceThe Normalization of Deviance in AI Development
arXiv:2609.05749v1 Announce Type: new Abstract: Work on the risks of artificial intelligence has focused…
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