arXiv Artificial IntelligenceDo LLMs Benefit From Their Own Words?
arXiv:2602.24287v2 Announce Type: replace-cross Abstract: In multi-turn conversations, large language models…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceLLMs Encode Their Failures: Predicting Success from Pre-Generation Activations
arXiv:2602.09924v4 Announce Type: replace-cross Abstract: Running LLMs with extended reasoning on every…
arXiv Artificial IntelligenceBandwidth-Efficient Multi-Agent Communication through Information Bottleneck and Vector Quantization
arXiv:2602.02035v2 Announce Type: replace-cross Abstract: Multi-agent reinforcement learning systems deployed…
arXiv Artificial IntelligenceGraFine: Retrieval-Time Refinement for Efficient Graph RAG over Corpus Graphs
arXiv:2601.18579v2 Announce Type: replace-cross Abstract: Graph RAG on corpus graphs enhances retrieval by…
arXiv Artificial IntelligenceLaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning
arXiv:2601.10129v2 Announce Type: replace-cross Abstract: Current multimodal latent reasoning often relies on…
arXiv Artificial IntelligenceOn Solomonoff Induction in Large Language Models and the Limits of Self-Improving: The Singularity Is Not Near Without Symbolic Model Synthesis
arXiv:2601.05280v3 Announce Type: replace-cross Abstract: On the one hand, the question of whether large…
arXiv Artificial IntelligenceHybrid Token Compression for Vision-Language Models
arXiv:2512.08240v2 Announce Type: replace-cross Abstract: Vision-language models (VLMs) rely on hundreds of…
arXiv Artificial IntelligenceAuto-exploration for online reinforcement learning
arXiv:2512.06244v4 Announce Type: replace-cross Abstract: The exploration-exploitation dilemma in…
arXiv Artificial IntelligenceOn the Condition Number Dependency in Bilevel Optimization
arXiv:2511.22331v4 Announce Type: replace-cross Abstract: Bilevel optimization minimizes an objective…
arXiv Artificial IntelligenceVDC-Agent: When Video Detailed Captioners Evolve Themselves via Agentic Self-Reflection
arXiv:2511.19436v2 Announce Type: replace-cross Abstract: Existing Video Detailed Captioning (VDC) methods…
arXiv Artificial IntelligenceHyWA: Architecture-Preserving Personalized Voice Activity Detection for Full-Duplex Voice Assistants
arXiv:2510.12947v3 Announce Type: replace-cross Abstract: Voice activity detection (VAD) serves as an early…
arXiv Artificial IntelligencePricing Access to Dynamic Information Services
arXiv:2510.09859v5 Announce Type: replace-cross Abstract: A provider sells a \emph{dynamic information…
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