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Rami Al-Rfou
Person information
- affiliation: Google AI, Mountain View, CA, USA
- affiliation: Stony Brook University, Department of Computer Science, NY, USA
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2020 – today
- 2024
- [c22]Norman Mu, Jingwei Ji, Zhenpei Yang, Nate Harada, Haotian Tang, Kan Chen, Charles R. Qi, Runzhou Ge, Kratarth Goel, Zoey Yang, Scott Ettinger, Rami Al-Rfou, Dragomir Anguelov, Yin Zhou:
MoST: Multi-modality Scene Tokenization for Motion Prediction. CVPR 2024: 14988-14999 - [c21]Scott Ettinger, Kratarth Goel, Avikalp Srivastava, Rami Al-Rfou:
Scaling Motion Forecasting Models with Ensemble Distillation. ICRA 2024: 4812-4818 - [i38]Bryan Perozzi, Bahare Fatemi, Dustin Zelle, Anton Tsitsulin, Seyed Mehran Kazemi, Rami Al-Rfou, Jonathan Halcrow:
Let Your Graph Do the Talking: Encoding Structured Data for LLMs. CoRR abs/2402.05862 (2024) - [i37]Scott Ettinger, Kratarth Goel, Avikalp Srivastava, Rami Al-Rfou:
Scaling Motion Forecasting Models with Ensemble Distillation. CoRR abs/2404.03843 (2024) - [i36]Norman Mu, Jingwei Ji, Zhenpei Yang, Nate Harada, Haotian Tang, Kan Chen, Charles R. Qi, Runzhou Ge, Kratarth Goel, Zoey Yang, Scott Ettinger, Rami Al-Rfou, Dragomir Anguelov, Yin Zhou:
MoST: Multi-modality Scene Tokenization for Motion Prediction. CoRR abs/2404.19531 (2024) - 2023
- [j2]Serge Assaad, Carlton Downey, Rami Al-Rfou', Nigamaa Nayakanti, Benjamin Sapp:
VN-Transformer: Rotation-Equivariant Attention for Vector Neurons. Trans. Mach. Learn. Res. 2023 (2023) - [c20]Ari Seff, Brian Cera, Dian Chen, Mason Ng, Aurick Zhou, Nigamaa Nayakanti, Khaled S. Refaat, Rami Al-Rfou, Benjamin Sapp:
MotionLM: Multi-Agent Motion Forecasting as Language Modeling. ICCV 2023: 8545-8556 - [c19]Nigamaa Nayakanti, Rami Al-Rfou, Aurick Zhou, Kratarth Goel, Khaled S. Refaat, Benjamin Sapp:
Wayformer: Motion Forecasting via Simple & Efficient Attention Networks. ICRA 2023: 2980-2987 - [i35]Bashar Al-Rfooh, Gheith A. Abandah, Rami Al-Rfou:
Fine-Tashkeel: Finetuning Byte-Level Models for Accurate Arabic Text Diacritization. CoRR abs/2303.14588 (2023) - [i34]Ari Seff, Brian Cera, Dian Chen, Mason Ng, Aurick Zhou, Nigamaa Nayakanti, Khaled S. Refaat, Rami Al-Rfou, Benjamin Sapp:
MotionLM: Multi-Agent Motion Forecasting as Language Modeling. CoRR abs/2309.16534 (2023) - 2022
- [j1]Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel:
ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models. Trans. Assoc. Comput. Linguistics 10: 291-306 (2022) - [c18]Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou', Daniel Cer:
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer. ACL (1) 2022: 5039-5059 - [c17]DiJia Andy Su, Bertrand Douillard, Rami Al-Rfou, Cheol Park, Benjamin Sapp:
Narrowing the coordinate-frame gap in behavior prediction models: Distillation for efficient and accurate scene-centric motion forecasting. ICRA 2022: 653-659 - [i33]DiJia Su, Bertrand Douillard, Rami Al-Rfou, Cheolho Park, Benjamin Sapp:
Narrowing the Coordinate-frame Gap in Behavior Prediction Models: Distillation for Efficient and Accurate Scene-centric Motion Forecasting. CoRR abs/2206.03970 (2022) - [i32]Serge Assaad, Carlton Downey, Rami Al-Rfou, Nigamaa Nayakanti, Ben Sapp:
VN-Transformer: Rotation-Equivariant Attention for Vector Neurons. CoRR abs/2206.04176 (2022) - [i31]Nigamaa Nayakanti, Rami Al-Rfou, Aurick Zhou, Kratarth Goel, Khaled S. Refaat, Benjamin Sapp:
Wayformer: Motion Forecasting via Simple & Efficient Attention Networks. CoRR abs/2207.05844 (2022) - 2021
- [c16]Mihir Kale, Aditya Siddhant, Rami Al-Rfou, Linting Xue, Noah Constant, Melvin Johnson:
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ACL/IJCNLP (2) 2021: 683-691 - [c15]Brian Lester, Rami Al-Rfou, Noah Constant:
The Power of Scale for Parameter-Efficient Prompt Tuning. EMNLP (1) 2021: 3045-3059 - [c14]Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel:
mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer. NAACL-HLT 2021: 483-498 - [c13]Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou:
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. NAACL-HLT 2021: 3554-3565 - [i30]Brian Lester, Rami Al-Rfou, Noah Constant:
The Power of Scale for Parameter-Efficient Prompt Tuning. CoRR abs/2104.08691 (2021) - [i29]Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel:
ByT5: Towards a token-free future with pre-trained byte-to-byte models. CoRR abs/2105.13626 (2021) - [i28]Mihir Kale, Aditya Siddhant, Noah Constant, Melvin Johnson, Rami Al-Rfou, Linting Xue:
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? CoRR abs/2106.02171 (2021) - [i27]Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou, Daniel Cer:
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer. CoRR abs/2110.07904 (2021) - 2020
- [c12]Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang:
LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool. EMNLP (1) 2020: 5919-5930 - [c11]Mandy Guo, Zihang Dai, Denny Vrandecic, Rami Al-Rfou:
Wiki-40B: Multilingual Language Model Dataset. LREC 2020: 2440-2452 - [i26]Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang:
LAReQA: Language-agnostic answer retrieval from a multilingual pool. CoRR abs/2004.05484 (2020) - [i25]Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel:
mT5: A massively multilingual pre-trained text-to-text transformer. CoRR abs/2010.11934 (2020) - [i24]Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou:
Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. CoRR abs/2010.12688 (2020)
2010 – 2019
- 2019
- [c10]Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones:
Character-Level Language Modeling with Deeper Self-Attention. AAAI 2019: 3159-3166 - [c9]Rami Al-Rfou, Bryan Perozzi, Dustin Zelle:
DDGK: Learning Graph Representations for Deep Divergence Graph Kernels. WWW 2019: 37-48 - [i23]Rami Al-Rfou, Dustin Zelle, Bryan Perozzi:
DDGK: Learning Graph Representations for Deep Divergence Graph Kernels. CoRR abs/1904.09671 (2019) - [i22]Dokook Choe, Rami Al-Rfou, Mandy Guo, Heeyoung Lee, Noah Constant:
Bridging the Gap for Tokenizer-Free Language Models. CoRR abs/1908.10322 (2019) - 2018
- [c8]Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou, Alexander A. Alemi:
Watch Your Step: Learning Node Embeddings via Graph Attention. NeurIPS 2018: 9198-9208 - [i21]Haochen Chen, Bryan Perozzi, Rami Al-Rfou, Steven Skiena:
A Tutorial on Network Embeddings. CoRR abs/1808.02590 (2018) - [i20]Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones:
Character-Level Language Modeling with Deeper Self-Attention. CoRR abs/1808.04444 (2018) - 2017
- [c7]Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou:
Learning Edge Representations via Low-Rank Asymmetric Projections. CIKM 2017: 1787-1796 - [i19]Yanging Chen, Rami Al-Rfou', Yejin Choi:
Detecting English Writing Styles For Non Native Speakers. CoRR abs/1704.07441 (2017) - [i18]Matthew L. Henderson, Rami Al-Rfou, Brian Strope, Yun-Hsuan Sung, László Lukács, Ruiqi Guo, Sanjiv Kumar, Balint Miklos, Ray Kurzweil:
Efficient Natural Language Response Suggestion for Smart Reply. CoRR abs/1705.00652 (2017) - [i17]Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou:
Learning Edge Representations via Low-Rank Asymmetric Projections. CoRR abs/1705.05615 (2017) - [i16]Mustafa Mustafa, Deborah Bard, Wahid Bhimji, Rami Al-Rfou, Zarija Lukic:
Creating Virtual Universes Using Generative Adversarial Networks. CoRR abs/1706.02390 (2017) - [i15]Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou, Alex Alemi:
Watch Your Step: Learning Graph Embeddings Through Attention. CoRR abs/1710.09599 (2017) - 2016
- [i14]Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph P. Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang:
Theano: A Python framework for fast computation of mathematical expressions. CoRR abs/1605.02688 (2016) - [i13]Rami Al-Rfou, Marc Pickett, Javier Snaider, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking. CoRR abs/1606.00372 (2016) - [i12]Marc Pickett, Rami Al-Rfou, Louis Shao, Chris Tar:
A Growing Long-term Episodic & Semantic Memory. CoRR abs/1610.06402 (2016) - [i11]Salman Mahmood, Rami Al-Rfou, Klaus Mueller:
Visualizing Linguistic Shift. CoRR abs/1611.06478 (2016) - 2015
- [c6]Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena:
POLYGLOT-NER: Massive Multilingual Named Entity Recognition. SDM 2015: 586-594 - [c5]Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena:
Statistically Significant Detection of Linguistic Change. WWW 2015: 625-635 - 2014
- [c4]Bryan Perozzi, Rami Al-Rfou', Vivek Kulkarni, Steven Skiena:
Inducing Language Networks from Continuous Space Word Representations. CompleNet 2014: 261-273 - [c3]Bryan Perozzi, Rami Al-Rfou, Steven Skiena:
DeepWalk: online learning of social representations. KDD 2014: 701-710 - [i10]Bryan Perozzi, Rami Al-Rfou, Vivek Kulkarni, Steven Skiena:
Inducing Language Networks from Continuous Space Word Representations. CoRR abs/1403.1252 (2014) - [i9]Bryan Perozzi, Rami Al-Rfou, Steven Skiena:
DeepWalk: Online Learning of Social Representations. CoRR abs/1403.6652 (2014) - [i8]Vivek Kulkarni, Rami Al-Rfou', Bryan Perozzi, Steven Skiena:
Exploring the power of GPU's for training Polyglot language models. CoRR abs/1404.1521 (2014) - [i7]Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena:
POLYGLOT-NER: Massive Multilingual Named Entity Recognition. CoRR abs/1410.3791 (2014) - [i6]Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena:
Statistically Significant Detection of Linguistic Change. CoRR abs/1411.3315 (2014) - 2013
- [c2]Rami Al-Rfou', Bryan Perozzi, Steven Skiena:
Polyglot: Distributed Word Representations for Multilingual NLP. CoNLL 2013: 183-192 - [i5]Rami Al-Rfou', Steven Skiena:
SpeedRead: A Fast Named Entity Recognition Pipeline. CoRR abs/1301.2857 (2013) - [i4]Yanqing Chen, Bryan Perozzi, Rami Al-Rfou', Steven Skiena:
The Expressive Power of Word Embeddings. CoRR abs/1301.3226 (2013) - [i3]Rami Al-Rfou, Bryan Perozzi, Steven Skiena:
Polyglot: Distributed Word Representations for Multilingual NLP. CoRR abs/1307.1662 (2013) - 2012
- [c1]Rami Al-Rfou', Steven Skiena:
SpeedRead: A Fast Named Entity Recognition Pipeline. COLING 2012: 51-66 - [i2]Rami Al-Rfou', William Jannen, Nikhil Patwardhan:
TrackMeNot-so-good-after-all. CoRR abs/1211.0320 (2012) - [i1]Rami Al-Rfou':
Detecting English Writing Styles For Non-native Speakers. CoRR abs/1211.0498 (2012)
Coauthor Index
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last updated on 2024-10-07 02:37 CEST by the dblp team
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