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Rami Al‐Rfou | Researchclopedia

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Rami Al‐Rfou

60

Works

4,765

Citations

22

h-index

28

i10-index

Research Topics

Topic Modeling Natural Language Processing Techniques Speech Recognition and Synthesis

Affiliations

Google (United States)2012–2023

Qatar Airways (Qatar)2021–2021

Forest Trends2017–2017

University of Illinois Urbana-Champaign2021–2021

University of Washington2021–2021

Top Works

mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer

Linting Xue,Noah Constant,et al.

20211,513 citations

Autonomous Vehicle Technology and Safety

Text Readability and Simplification

mT5: A massively multilingual pre-trained text-to-text transformer

Linting Xue,Noah Constant,et al.

2020601 citations

Statistically Significant Detection of Linguistic Change

Vivek Kulkarni,Rami Al‐Rfou,et al.

2015392 citations

Polyglot: Distributed Word Representations for Multilingual NLP

Rami Al‐Rfou,Bryan Perozzi,et al.

2013308 citations

ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models

Linting Xue,Aditya Barua,et al.

2022223 citations

Efficient Natural Language Response Suggestion for Smart Reply

Matthew Henderson,Rami Al‐Rfou,et al.

2017220 citations

Wayformer: Motion Forecasting via Simple & Efficient Attention Networks

Nigamaa Nayakanti,Rami Al‐Rfou,et al.

2023208 citations

SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer

Tu Vu,Brian Lester,et al.

2022167 citations

Watch Your Step: Learning Node Embeddings via Graph Attention

Sami Abu-El-Haija,Bryan Perozzi,et al.

2017140 citations