On the Representation Collapse of Sparse Mixture of Experts

Item #:

068431-2507

Details

DOI: https://doi.org/10.52202/068431-2507
Author(s): Payal Bajaj, Zewen Chi, Damai Dai, Li Dong, Heyan Huang, Shaohan Huang, Shuming Ma, Xian-Ling Mao, Barun Patra, Saksham Singhal, Xia Song, Furu Wei
Pages: 34600-34613 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2507
Author(s): Payal Bajaj, Zewen Chi, Damai Dai, Li Dong, Heyan Huang, Shaohan Huang, Shuming Ma, Xian-Ling Mao, Barun Patra, Saksham Singhal, Xia Song, Furu Wei
Pages: 34600-34613 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)