arXiv Artificial IntelligenceRelational Over-Regularization: Graph-Based AI-Generated Text Detection via Sentence Transition Deviation
arXiv:2608.26694v1 Announce Type: new Abstract: Detecting AI-generated text (AIGT) remains challenging…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSIGMA: Structured Noise-Effect-Aware Grouped Multi-Agent Aggregation
arXiv:2608.26683v1 Announce Type: new Abstract: Cooperative multi-agent reinforcement learning (MARL) faces…
arXiv Artificial IntelligenceAgentJudgeBench: A Multi-Difficulty Benchmark for Evaluating LLM Judges on Agentic Tool-Calling
arXiv:2608.26623v1 Announce Type: new Abstract: LLM judges are widely used to evaluate agentic tool-calling…
arXiv Artificial IntelligenceDuMateBench: Evaluating Autonomous Agents in Complex Real-World Workflows
arXiv:2608.26546v1 Announce Type: new Abstract: Autonomous agents are increasingly adopted to complete…
arXiv Artificial IntelligenceMulti2AV-Safety: Benchmarking Safety in Multimodal-to-Audio-Video Generation
arXiv:2608.26535v1 Announce Type: new Abstract: Audio-video generation is rapidly moving from prompt-driven…
arXiv Artificial IntelligencePILOT in the Loop: Live Self-Improvement for Long-Horizon Agents
arXiv:2608.26530v1 Announce Type: new Abstract: Long-horizon agent runs generate experience that can improve…
arXiv Artificial IntelligenceDon't Overthink, Don't Underthink: Toward Adaptive Reasoning in Agentic AI
arXiv:2608.26442v1 Announce Type: new Abstract: Recent advances in Large Language Models (LLMs) have shown…
arXiv Artificial IntelligenceFine-Tuning of Transformer models with Frames
arXiv:2608.26430v1 Announce Type: new Abstract: Parameter-Efficient Fine-Tuning (PEFT) strategies such as…
arXiv Artificial IntelligenceProofEvolve: Neuro-Symbolic Evolution for Formal Automated Theorem Proving
arXiv:2608.26334v1 Announce Type: new Abstract: Automated theorem proving offers a natural foundation for…
arXiv Artificial IntelligenceFaithSieve: Fine-Grained Evaluation of Math Proofs with Faithful Formal Evidence
arXiv:2608.26310v1 Announce Type: new Abstract: Large language models can now generate complex, multi-step…
arXiv Artificial IntelligenceApproved Too Late: Verdict Staleness in LLM-Guarded Self-Adaptive Systems
arXiv:2608.26306v1 Announce Type: new Abstract: A large language model (LLM) guardrail for a self-adaptive…
arXiv Artificial IntelligenceAssessing mentalization in humans and large language models
arXiv:2608.26291v1 Announce Type: new Abstract: Mentalization - the ability to infer others' beliefs and…
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