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Academic · 1 min

Does a Global Perspective Help Prune Sparse MoEs Elegantly?

arXiv:2604.06542v1 Announce Type: new Abstract: Empirical scaling laws for language models have encouraged the development of ever-larger LLMs, despite their growing computational and memory costs. …

Zeliang Zhang, Nikhil Ghosh, Jiani Liu, Bin Yu, Xiaodong Liu
12 views
News · 1 min

SCOTUStoday for Wednesday, April 8

Yesterday marked four years since Justice Ketanji Brown Jackson was confirmed to the Supreme Court, paving the way for her to become the first Black …

Kelsey Dallas
24 views
Academic · 1 min

To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs

arXiv:2604.06552v1 Announce Type: new Abstract: Misinformation is on the rise, and the strong writing capabilities of LLMs lower the barrier for malicious actors to produce …

Zohaib Khan, Mustafa Dogan, Ifeoma Okoh, Pouya Sadeghi, Siddhartha Shrestha, Sergius Justus Nyah, Mahmoud O. Mokhiamar, Michael J. Ryan, Tarek Naous
14 views
Academic · 1 min

The Illusion of Stochasticity in LLMs

arXiv:2604.06543v1 Announce Type: new Abstract: In this work, we demonstrate that reliable stochastic sampling is a fundamental yet unfulfilled requirement for Large Language Models (LLMs) …

Xiangming Gu, Soham De, Michalis Titsias, Larisa Markeeva, Petar Veli\v{c}kovi\'c, Razvan Pascanu
5 views