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Academic · 1 min

Expert-Choice Routing Enables Adaptive Computation in Diffusion Language Models

arXiv:2604.01622v1 Announce Type: new Abstract: Diffusion language models (DLMs) enable parallel, non-autoregressive text generation, yet existing DLM mixture-of-experts (MoE) models inherit token-choice (TC) routing from …

Shuibai Zhang, Caspian Zhuang, Chihan Cui, Zhihan Yang, Fred Zhangzhi Peng, Yanxin Zhang, Haoyue Bai, Zack Jia, Yang Zhou, Guanhua Chen, Ming Liu
13 views
Academic · 1 min

Signals: Trajectory Sampling and Triage for Agentic Interactions

arXiv:2604.00356v1 Announce Type: new Abstract: Agentic applications based on large language models increasingly rely on multi-step interaction loops involving planning, action execution, and environment feedback. …

Shuguang Chen, Adil Hafeez, Salman Paracha
109 views
Law Review · 1 min

Defending the Bankrupt Castle

Every year, hundreds of thousands of Americans file for Chapter 7 bankruptcy. In each case, the U.S. Department of Justice appoints a private individual, usually …

pennlawadmin
50 views