Edouard Grave

Proceedings of the 8th International Conference on Learning Representations, 2020

Depth-Adaptive Transformer.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Unsupervised Cross-lingual Representation Learning at Scale.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures.

[BibT_eX]

[DOI]

CoRR, 2019

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB.

[BibT_eX]

[DOI]

CoRR, 2019

Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment.

[BibT_eX]

[DOI]

CoRR, 2019

Augmenting Self-attention with Persistent Memory.

[BibT_eX]

[DOI]

CoRR, 2019

Misspelling Oblivious Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Unsupervised Hyper-alignment for Multilingual Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Unsupervised Alignment of Embeddings with Wasserstein Procrustes.

[BibT_eX]

[DOI]

Quentin Berthet

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling.

[BibT_eX]

[DOI]

Alex Wang

Jan Hula

Patrick Xia

Raghavendra Pappagari

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Adaptive Attention Span in Transformers.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Training Hybrid Language Models by Marginalizing over Segmentations.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling.

[BibT_eX]

[DOI]

Raghavendra Pappagari

CoRR, 2018

Unsupervised Hyperalignment for Multilingual Word Embeddings.

[BibT_eX]

[DOI]

CoRR, 2018

Improving Supervised Bilingual Mapping of Word Embeddings.

[BibT_eX]

[DOI]

CoRR, 2018

Lightweight Adaptive Mixture of Neural and N-gram Language Models.

[BibT_eX]

[DOI]

CoRR, 2018

Colorless Green Recurrent Networks Dream Hierarchically.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Advances in Pre-Training Distributed Word Representations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Learning Word Vectors for 157 Languages.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Efficient Large-Scale Multi-Modal Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Enriching Word Vectors with Subword Information.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2017

Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

Unbounded cache model for online language modeling with open vocabulary.

[BibT_eX]

[DOI]

Moustapha Cissé

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Efficient softmax approximation for GPUs.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Parseval Networks: Improving Robustness to Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Variable Computation in Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Improving Neural Language Models with a Continuous Cache.

[BibT_eX]

[DOI]

Nicolas Usunier

Proceedings of the 5th International Conference on Learning Representations, 2017

Bag of Tricks for Efficient Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Fast Linear Model for Knowledge Graph Embeddings.

[BibT_eX]

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

2016

FastText.zip: Compressing text classification models.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Learning probabilistic phenotypes from heterogeneous EHR data.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2015

Weakly-Supervised Alignment of Video with Text.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A convex and feature-rich discriminative approach to dependency grammar induction.

[BibT_eX]

[DOI]

Noémie Elhadad

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

A Markovian approach to distributional semantics. (Une approche Markovienne à la sémantique distributionnelle).

[BibT_eX]

[DOI]

PhD thesis, 2014

A convex relaxation for weakly supervised relation extraction.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

A Markovian approach to distributional semantics with application to semantic compositionality.

[BibT_eX]

[DOI]

Proceedings of the COLING 2014, 2014

2013

Domain adaptation for sequence labeling using hidden Markov models.

[BibT_eX]

[DOI]

CoRR, 2013

Hidden Markov tree models for semantic class induction.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

2011

Trace Lasso: a trace norm regularization for correlated designs.

[BibT_eX]

[DOI]