Rami Al-Rfou
Rami Al-Rfou
Staff Research Scientist at Waymo Research
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
DeepWalk: Online Learning of Social Representations
B Perozzi, R Al-Rfou, S Skiena
20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2014
57592014
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
863*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
4922013
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
3982015
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
1952019
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
1472015
Watch your step: Learning node embeddings via graph attention
S Abu-El-Haija, B Perozzi, R Al-Rfou, A Alemi
arXiv preprint arXiv:1710.09599, 2017
1392017
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
1252017
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
1182020
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
1042013
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, 2019
96*2019
A tutorial on network embeddings
H Chen, B Perozzi, R Al-Rfou, S Skiena
arXiv preprint arXiv:1808.02590, 2018
692018
Conversational contextual cues: The case of personalization and history for response ranking
R Al-Rfou, M Pickett, J Snaider, Y Sung, B Strope, R Kurzweil
arXiv preprint arXiv:1606.00372, 2016
682016
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
602017
Ddgk: Learning graph representations for deep divergence graph kernels
R Al-Rfou, B Perozzi, D Zelle
The World Wide Web Conference, 37-48, 2019
322019
The power of scale for parameter-efficient prompt tuning
B Lester, R Al-Rfou, N Constant
arXiv preprint arXiv:2104.08691, 2021
292021
SpeedRead: A Fast Named Entity Recognition Pipeline
R Al-Rfou, S Skiena
24th International Conference on Computational Linguistics (Coling 2012), 2012
212012
Inducing Language Networks from Continuous Space Word Representations
B Perozzi, R Al-Rfou’, V Kulkarni, S Skiena
Complex Net V 549, 261-273, 2014
152014
Trackmenot-so-good-after-all
R Al-Rfou, W Jannen, N Patwardhan
arXiv preprint arXiv:1211.0320, 2012
142012
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
132020
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