Alexandre Passos

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 10

Top Venues

CoRR

EMNLP

ACL (1)

TAC

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.
PaLM 2 Technical Report. CoRR (2023)
Adam Roberts, Hyung Won Chung, Anselm Levskaya, Gaurav Mishra, James Bradbury, Daniel Andor, Sharan Narang, Brian Lester, Colin Gaffney, Afroz Mohiuddin, Curtis Hawthorne, Aitor Lewkowycz, Alex Salcianu, Marc van Zee, Jacob Austin, Sebastian Goodman, Livio Baldini Soares, Haitang Hu, Sasha Tsvyashchenko, Aakanksha Chowdhery, Jasmijn Bastings, Jannis Bulian, Xavier Garcia, Jianmo Ni, Andrew Chen, Kathleen Kenealy, Jonathan H. Clark, Stephan Lee, Dan Garrette, James Lee-Thorp, Colin Raffel, Noam Shazeer, Marvin Ritter, Maarten Bosma, Alexandre Passos, Jeremy Maitin-Shepard, Noah Fiedel, Mark Omernick, Brennan Saeta, Ryan Sepassi, Alexander Spiridonov, Joshua Newlan, Andrea Gesmundo
Scaling Up Models and Data with t5x and seqio. CoRR (2022)
Robert L. Logan IV, Alexandre Passos, Sameer Singh, Ming-Wei Chang
FRUIT: Faithfully Reflecting Updated Information in Text. NAACL-HLT (2022)
Luke Vilnis, Yury Zemlyanskiy, Patrick Murray, Alexandre Passos, Sumit Sanghai
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models. CoRR (2022)
Robert L. Logan IV, Alexandre Passos, Sameer Singh, Ming-Wei Chang
FRUIT: Faithfully Reflecting Updated Information in Text. CoRR (2021)
Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos, Allen Lavoie, Ashish Agarwal, Asim Shankar, Igor Ganichev, Josh Levenberg, Mingsheng Hong, Rajat Monga, Shanqing Cai
TensorFlow Eager: A multi-stage, Python-embedded DSL for machine learning. MLSys (2019)
Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos, Allen Lavoie, Ashish Agarwal, Asim Shankar, Igor Ganichev, Josh Levenberg, Mingsheng Hong, Rajat Monga, Shanqing Cai
TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning. CoRR (2019)
Dami Choi, Alexandre Passos, Christopher J. Shallue, George E. Dahl
Faster Neural Network Training with Data Echoing. CoRR (2019)
Rohan Anil, Gabriel Pereyra, Alexandre Passos, Róbert Ormándi, George E. Dahl, Geoffrey E. Hinton
Large scale distributed neural network training through online distillation. CoRR (2018)
Rohan Anil, Gabriel Pereyra, Alexandre Passos, Róbert Ormándi, George E. Dahl, Geoffrey E. Hinton
Large scale distributed neural network training through online distillation. ICLR (Poster) (2018)
Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space. CoRR (2015)
Sam Anzaroot, Alexandre Passos, David Belanger, Andrew McCallum
Learning Soft Linear Constraints with Application to Citation Field Extraction. ACL (1) (2014)
Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space. EMNLP (2014)
Sam Anzaroot, Alexandre Passos, David Belanger, Andrew McCallum
Learning Soft Linear Constraints with Application to Citation Field Extraction. CoRR (2014)
David Belanger, Alexandre Passos, Sebastian Riedel, Andrew McCallum
Message Passing for Soft Constraint Dual Decomposition. UAI (2014)
Alexandre Passos, Vineet Kumar, Andrew McCallum
Lexicon Infused Phrase Embeddings for Named Entity Resolution. CoRR (2014)
Alexandre Passos, Vineet Kumar, Andrew McCallum
Lexicon Infused Phrase Embeddings for Named Entity Resolution. CoNLL (2014)
Sameer Singh, Limin Yao, David Belanger, Ari Kobren, Sam Anzaroot, Mike Wick, Alexandre Passos, Harshal Pandya, Jinho D. Choi, Brian Martin, Andrew McCallum
Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013. TAC (2013)
Alexandre Passos, Piyush Rai, Jacques Wainer, Hal Daumé III
Flexible Modeling of Latent Task Structures in Multitask Learning. ICML (2012)
David Belanger, Alexandre Passos, Sebastian Riedel, Andrew McCallum
MAP Inference in Chains using Column Generation. NIPS (2012)
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake VanderPlas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay
Scikit-learn: Machine Learning in Python CoRR (2012)
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake VanderPlas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay
Scikit-learn: Machine Learning in Python. J. Mach. Learn. Res. 12 (2011)
Pedro Kröger, Alexandre Passos, Marcos Sampaio
Rameau: a System for Automatic harmonic Analysis. ICMC (2008)

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Publication Activity (10 Years)

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Alexandre Passos