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DeepWalk: online learning of social representations
- Bryan Perozzi, Rami Al-Rfou, S. Skiena
- Computer ScienceKDD
- 26 March 2014
TLDR
Theano: A Python framework for fast computation of mathematical expressions
- Rami Al-Rfou, Guillaume Alain, Ying Zhang
- Computer ScienceArXiv
- 9 May 2016
TLDR
The Power of Scale for Parameter-Efficient Prompt Tuning
- Brian Lester, Rami Al-Rfou, Noah Constant
- Computer ScienceEMNLP
- 18 April 2021
TLDR
mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer
- Linting Xue, Noah Constant, Colin Raffel
- Computer ScienceNAACL
- 22 October 2020
The recent “Text-to-Text Transfer Transformer” (T5) leveraged a unified text-to-text format and scale to attain state-of-the-art results on a wide variety of English-language NLP tasks. In this…
Statistically Significant Detection of Linguistic Change
- Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, S. Skiena
- Computer ScienceWWW
- 12 November 2014
TLDR
Polyglot: Distributed Word Representations for Multilingual NLP
- Rami Al-Rfou, Bryan Perozzi, S. Skiena
- Computer ScienceCoNLL
- 5 July 2013
TLDR
Character-Level Language Modeling with Deeper Self-Attention
- Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones
- Computer ScienceAAAI
- 9 August 2018
TLDR
ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models
- Linting Xue, Aditya Barua, Colin Raffel
- Computer ScienceTransactions of the Association for Computational…
- 28 May 2021
TLDR
Efficient Natural Language Response Suggestion for Smart Reply
- Matthew Henderson, Rami Al-Rfou, R. Kurzweil
- Computer ScienceArXiv
- 1 May 2017
TLDR
Watch Your Step: Learning Node Embeddings via Graph Attention
- Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou, Alexander A. Alemi
- Computer ScienceNeurIPS
- 26 October 2017
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