| DeepWalk: Online Learning of Social Representations B Perozzi, R Al-Rfou, S Skiena 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2014 | 7092 | 2014 |
| 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 | 966* | 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 | 521 | 2013 |
| 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 | 443 | 2015 |
| 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 | 348 | 2020 |
| 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 | 243 | 2019 |
| The power of scale for parameter-efficient prompt tuning B Lester, R Al-Rfou, N Constant arXiv preprint arXiv:2104.08691, 2021 | 205 | 2021 |
| 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 | 177 | 2018 |
| 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 | 165 | 2015 |
| 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 | 161 | 2017 |
| 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 | 124 | 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 | 109 | 2013 |
| A tutorial on network embeddings H Chen, B Perozzi, R Al-Rfou, S Skiena arXiv preprint arXiv:1808.02590, 2018 | 87 | 2018 |
| 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 | 80 | 2016 |
| 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 | 67 | 2017 |
| 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 | 45 | 2022 |
| Ddgk: Learning graph representations for deep divergence graph kernels R Al-Rfou, B Perozzi, D Zelle The World Wide Web Conference, 37-48, 2019 | 42 | 2019 |
| 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 | 38 | 2020 |
| 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 | 20 | 2020 |
| SpeedRead: A Fast Named Entity Recognition Pipeline R Al-Rfou, S Skiena 24th International Conference on Computational Linguistics (Coling 2012), 2012 | 20 | 2012 |
Bryan PerozziStony Brook UniversityVerified email at cs.stonybrook.edu
