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arXiv:2605.17827v1 Announce Type: new Abstract: Generative analysis often models multi-domain observations as nonlinear mixtures of domain-invariant c…
首个基于潜在歧义理论构建的中文歧义理解评估数据集，半自动管道生成，规模可扩展
arXiv:2605.15635v1 Announce Type: new Abstract: Linguistic ambiguity is critical to the robustness of Large Language Models (LLMs), yet existing resea…
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arXiv:2605.15454v1 Announce Type: cross Abstract: Reasoning-trained language models often spend more tokens on harder problems, but longer chains of t…
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arXiv:2605.15705v1 Announce Type: cross Abstract: World models aim to improve robotic decision making by predicting the consequences of actions. Howev…
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arXiv:2605.15532v1 Announce Type: cross Abstract: Distillation enables compact Vision-Language Models (VLMs) to obtain strong reasoning capabilities, …
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arXiv:2602.21185v2 Announce Type: replace Abstract: Uniform-state discrete diffusion models excel at few-step generation and guidance due to their abi…
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arXiv:2605.18253v1 Announce Type: new Abstract: Recent masked diffusion language models (MDLMs), such as LLaDA and Dream, have achieved performance co…