One Model Is Not a Crowd: Multi-LLM and Aspect-Conditioned Diverse Comment Generation
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New papers, breakthroughs and academic AI research
Closing the Cross-Dialect Gap: Query Plans as a Portable Interface in Text-to-SQL
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Where Does the Watermark Hide? Push-Pull Disentanglement for Invisible Watermark Removal
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GLIDE: Generalized Layer-wise Intrinsic Distributional Evaluation for Heterogeneous LLM Agents
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FARE: Deep Reinforcement Learning For Fair Exposure Constrained Uncertainty Aware Financial Content Personalization
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Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs
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DepthBench: Measuring How Residual Connections Enable More Computational Depth
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When Do Agents Help? Embedding, LLM and Agentic Alignment of Classical Texts and Their Translations
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Recipe-Matching, Not Equivalence
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EyeVQA: Benchmarking Ophthalmic Vision-Language Models from Recognition to Spatial Grounding
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Frequency-Domain AI-Generated Image Detection: Exploring Decoder and Channel Attention for Feature Refinement
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Change the Product, Keep the Parameters: Associative Algebra Layers for Transformers
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