AI前沿：从代码生成到自动化科研

[CL] DiffuCoder：Understanding and Improving Masked Diffusion Models for Code Generation

[Apple]

https://arxiv.org/abs/2506.20639

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[LG] Language Modeling by Language Models

[Allen Institute for AI]

https://arxiv.org/abs/2506.20249

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[CL] Inside you are many wolves: Using cognitive models to interpret value trade-offs in LLMs

[Harvard University]

https://arxiv.org/abs/2506.20666

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[LG] Mastering Multiple-Expert Routing: Realizable H-Consistency and Strong Guarantees for Learning to Defer

[Courant Institute of Mathematical Sciences & Google Research]

https://arxiv.org/abs/2506.20650

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[LG] Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards

[FAIR at Meta]

https://arxiv.org/abs/2506.20520