[LG] Guidance in the Frequency Domain Enables High-Fidelity Sampling at Low CFG Scales

[ETH Zürich & DisneyResearch|Studios]

https://arxiv.org/abs/2506.19713

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[LG] Thought Anchors: Which LLM Reasoning Steps Matter?

[Duke University & Aiphabet]

https://arxiv.org/abs/2506.19143

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[CL] LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

[Singapore University of Technology and Design & Tsinghua University]

https://arxiv.org/abs/2506.18841

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[CL] OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

[dmodel.ai & UC Berkeley]

https://arxiv.org/abs/2506.18880