William Fedus

基本信息

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职业迁徙

个人简介

My research interests span supervised, unsupervised and reinforcement learning -- all with an aim to build robust, reliable algorithms. Along with a growing number of researchers in machine learning, my background is in physics

研究兴趣

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Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts

Sheng Shen,Le Hou, Yanqi Zhou,Nan Du, Shayne Longpre,Jason Wei,Hyung Won Chung,Barret Zoph,William Fedus,Xinyun Chen,Tu Vu,Yuexin Wu,

CoRR (2023)

引用3浏览0EI引用

Scaling Instruction-Finetuned Language Models

Hyung Won Chung,Le Hou,Shayne Longpre,Barret Zoph,Yi Tay,William Fedus, Yunxuan Li,Xuezhi Wang,Mostafa Dehghani,Siddhartha Brahma,Albert Webson,Shixiang Shane Gu,

ICLR 2023 (2022)

引用510浏览0引用

510

Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling

Yi Tay, Mostafa Dehghani,Samira Abnar,Hyung Won Chung,William Fedus,Jinfeng Rao,Sharan Narang,Vinh Q. Tran,Dani Yogatama,Donald Metzler

arxiv（2022）

引用0浏览0引用

A Review of Sparse Expert Models in Deep Learning

William Fedus,Jeff Dean,Barret Zoph

arxiv（2022）

引用0浏览0引用

GLaM: Efficient Scaling of Language Models with Mixture-of-Experts

Nan Du,Yanping Huang,Andrew M. Dai,Simon Tong,Dmitry Lepikhin,Yuanzhong Xu,Maxim Krikun,Yanqi Zhou,Adams Wei Yu,Orhan Firat,Barret Zoph,Liam Fedus,

ICML（2022）

引用176浏览0EI引用

176

Emergent Abilities of Large Language Models

Jason Wei,Yi Tay,Rishi Bommasani,Colin Raffel,Barret Zoph,Sebastian Borgeaud,Dani Yogatama,Maarten Bosma,Denny Zhou,Donald Metzler,Ed H. Chi,Tatsunori Hashimoto,

arxiv（2022）

引用641浏览0EI引用

641

Scale Efficiently: Insights from Pretraining and Finetuning Transformers

Yi Tay,Mostafa Dehghani,Jinfeng Rao,William Fedus,Samira Abnar,Hyung Won Chung,Sharan Narang,Dani Yogatama,Ashish Vaswani,Donald Metzler

ICLR（2022）

引用0浏览0EI引用

PaLM: Scaling Language Modeling with Pathways

Aakanksha Chowdhery,Sharan Narang,Jacob Devlin,Maarten Bosma,Gaurav Mishra,Adam Roberts,Paul Barham,Hyung Won Chung,Charles Sutton,Sebastian Gehrmann, Parker Schuh,Kensen Shi,

ICLR 2023 (2022)

引用1540浏览0引用

1540

Beyond The lmitation Game: Quantifying and extrapolating the capabilities of language models

Aarohi Srivastava,Abhinav Rastogi,Abhishek Rao, Abu Awal Md Shoeb,Abubakar Abid,Adam Fisch, Adam R. Brown,Adam Santoro , Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska,Aitor Lewkowycz,

user-5f6bfffd92c7f9be21bbcc99（2022）

引用123浏览0引用

123

Designing Effective Sparse Expert Models

Barret Zoph,Irwan Bello, Sameer Kumar,Nan Du,Yanping Huang,Jeff Dean,Noam Shazeer,William Fedus

arxiv（2022）

引用50浏览0引用

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论文共 29 篇作者统计合作学者相似作者