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Rami Al-Rfou
Rami Al-Rfou
Senior Staff Research Scientist at Waymo Research
Bestätigte E-Mail-Adresse bei google.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
DeepWalk: Online Learning of Social Representations
B Perozzi, R Al-Rfou, S Skiena
20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2014
119992014
The power of scale for parameter-efficient prompt tuning
B Lester, R Al-Rfou, N Constant
arXiv preprint arXiv:2104.08691, 2021
36232021
mt5: A massively multilingual pre-trained text-to-text transformer
L Xue
arXiv preprint arXiv:2010.11934, 2020
23702020
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
1167*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
6182013
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
6022015
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
4722019
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
4312022
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
4152017
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
2802018
Spot: Better frozen model adaptation through soft prompt transfer
T Vu, B Lester, N Constant, R Al-Rfou, D Cer
arXiv preprint arXiv:2110.07904, 2021
2732021
Wayformer: Motion forecasting via simple & efficient attention networks
N Nayakanti, R Al-Rfou, A Zhou, K Goel, KS Refaat, B Sapp
2023 IEEE International Conference on Robotics and Automation (ICRA), 2980-2987, 2023
2342023
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
2322015
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
2232020
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, 1-13, 2019
1852019
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
1352013
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
1252016
A tutorial on network embeddings
H Chen, B Perozzi, R Al-Rfou, S Skiena
arXiv preprint arXiv:1808.02590, 2018
1212018
Wiki-40b: Multilingual language model dataset
M Guo, Z Dai, D Vrandečić, R Al-Rfou
Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020
1102020
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
892017
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