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Rami Al-Rfou
Rami Al-Rfou
Staff Research Scientist at Waymo Research
E-mail confirmado em google.com - Página inicial
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Ano
DeepWalk: Online Learning of Social Representations
B Perozzi, R Al-Rfou, S Skiena
20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2014
74812014
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
1004*2016
Polyglot: Distributed Word Representations for Multilingual NLP
R Al-Rfou, B Perozzi, S Skiena
Proceedings of the Seventeenth Conference on Computational Natural Language …, 2013
5322013
Statistically significant detection of linguistic change
V Kulkarni, R Al-Rfou, B Perozzi, S Skiena
Proceedings of the 24th international conference on world wide web, 625-635, 2015
4592015
mT5: A massively multilingual pre-trained text-to-text transformer
L Xue, N Constant, A Roberts, M Kale, R Al-Rfou, A Siddhant, A Barua, ...
arXiv preprint arXiv:2010.11934, 2020
4552020
The power of scale for parameter-efficient prompt tuning
B Lester, R Al-Rfou, N Constant
arXiv preprint arXiv:2104.08691, 2021
2972021
Character-level language modeling with deeper self-attention
R Al-Rfou, D Choe, N Constant, M Guo, L Jones
33rd Association for the Advancement of Artificial Intelligence Conference …, 2019
2682019
Watch your step: Learning node embeddings via graph attention
S Abu-El-Haija, B Perozzi, R Al-Rfou, AA Alemi
Advances in neural information processing systems 31, 2018
1892018
Efficient natural language response suggestion for smart reply
M Henderson, R Al-Rfou, B Strope, YH Sung, L Lukács, R Guo, S Kumar, ...
arXiv preprint arXiv:1705.00652, 2017
1752017
POLYGLOT-NER: Massive Multilingual Named Entity Recognition
R Al-Rfou, V Kulkarni, B Perozzi, S Skiena
Proceedings of the 2015 SIAM International Conference on Data Mining, 586-594, 2015
1662015
CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks
M Mustafa, D Bard, W Bhimji, Z Lukić, R Al-Rfou, JM Kratochvil
Computational Astrophysics and Cosmology 6 (1), 1-13, 2019
130*2019
The Expressive Power of Word Embeddings
Y Chen, B Perozzi, R Al-Rfou, S Skiena
ICML 2013 workshop on Deep Learning for Audio, Speech and Language Processing, 2013
1102013
Conversational contextual cues: The case of personalization and history for response ranking
R Al-Rfou, M Pickett, J Snaider, YH Sung, B Strope, R Kurzweil
arXiv preprint arXiv:1606.00372, 2016
882016
A tutorial on network embeddings
H Chen, B Perozzi, R Al-Rfou, S Skiena
arXiv preprint arXiv:1808.02590, 2018
872018
Learning edge representations via low-rank asymmetric projections
S Abu-El-Haija, B Perozzi, R Al-Rfou
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
672017
Byt5: Towards a token-free future with pre-trained byte-to-byte models
L Xue, A Barua, N Constant, R Al-Rfou, S Narang, M Kale, A Roberts, ...
Transactions of the Association for Computational Linguistics 10, 291-306, 2022
642022
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining
B Perozzi, R Al-Rfou, S Skiena
Deepwalk: online learning of social representations, 701-710, 2014
572014
Knowledge graph based synthetic corpus generation for knowledge-enhanced language model pre-training
O Agarwal, H Ge, S Shakeri, R Al-Rfou
arXiv preprint arXiv:2010.12688, 2020
542020
Ddgk: Learning graph representations for deep divergence graph kernels
R Al-Rfou, B Perozzi, D Zelle
The World Wide Web Conference, 37-48, 2019
442019
LAReQA: Language-agnostic answer retrieval from a multilingual pool
U Roy, N Constant, R Al-Rfou, A Barua, A Phillips, Y Yang
EMNLP, 5919–5930, 2020
222020
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