Antoine Bordes

Pierre-Emmanuel Mazaré

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

2018

Engaging Image Chat: Modeling Personality in Grounded Dialogue.

[BibT_eX]

[DOI]

CoRR, 2018

Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading.

[BibT_eX]

[DOI]

Martin Raison

Pierre-Emmanuel Mazaré

Rajarshi Das

CoRR, 2018

Training Millions of Personalized Dialogue Agents.

[BibT_eX]

[DOI]

Pierre-Emmanuel Mazaré

Samuel Humeau

Martin Raison

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

DesIGN: Design Inspiration from Generative Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

StarSpace: Embed All The Things!

[BibT_eX]

[DOI]

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

2017

Fader Networks: Manipulating Images by Sliding Attributes.

[BibT_eX]

[DOI]

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

Tracking the World State with Recurrent Entity Networks.

[BibT_eX]

[DOI]

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

Learning End-to-End Goal-Oriented Dialog.

[BibT_eX]

[DOI]

Y-Lan Boureau

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

ParlAI: A Dialog Research Software Platform.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Reading Wikipedia to Answer Open-Domain Questions.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2016

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

Learning End-to-End Goal-Oriented Dialog.

[BibT_eX]

[DOI]

CoRR, 2016

Key-Value Memory Networks for Directly Reading Documents.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Extracting biomedical events from pairs of text entities.

[BibT_eX]

[DOI]

Xiao Liu

Yves Grandvalet

BMC Bioinform., December, 2015

Memory Networks.

[BibT_eX]

[DOI]

Sumit Chopra

Proceedings of the 3rd International Conference on Learning Representations, 2015

Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases.

[BibT_eX]

[DOI]

CoRR, 2015

Large-scale Simple Question Answering with Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Constructing and Mining Web-Scale Knowledge Graphs: WWW 2015 Tutorial.

[BibT_eX]

[DOI]

Evgeniy Gabrilovich

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Composing Relationships with Translations.

[BibT_eX]

[DOI]

Alberto García-Durán

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Learning semantic representations of objects and their parts.

[BibT_eX]

[DOI]

Mach. Learn., 2014

A semantic matching energy function for learning with multi-relational data - Application to word-sense disambiguation.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Introduction to the special issue on learning semantics.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data.

[BibT_eX]

[DOI]

Alberto García-Durán

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Open Question Answering with Weakly Supervised Embedding Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Constructing and mining web-scale knowledge graphs: KDD 2014 tutorial.

[BibT_eX]

[DOI]

Evgeniy Gabrilovich

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Question Answering with Subgraph Embeddings.

[BibT_eX]

[DOI]

Sumit Chopra

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

Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction.

[BibT_eX]

[DOI]

Xiao Liu

Yves Grandvalet

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013

Irreflexive and Hierarchical Relations as Translations

[BibT_eX]

[DOI]

CoRR, 2013

A Semantic Matching Energy Function for Learning with Multi-relational Data

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Learning Representations, 2013

Translating Embeddings for Modeling Multi-relational Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Unsupervised Learning of Semantics of Object Detections for Scene Categorization.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization.

[BibT_eX]

Proceedings of the ICPRAM 2013, 2013

Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities.

[BibT_eX]

[DOI]

Xiao Liu

Yves Grandvalet

Proceedings of the BioNLP Shared Task 2013 Workshop, Sofia, 2013

2012

Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

A latent factor model for highly multi-relational data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Deep Sparse Rectifier Neural Networks.

[BibT_eX]

[DOI]

Xavier Glorot

Yoshua Bengio

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings

[BibT_eX]

[DOI]

CoRR, 2011

Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach.

[BibT_eX]

[DOI]

Xavier Glorot

Yoshua Bengio

Proceedings of the 28th International Conference on Machine Learning, 2011

Learning Structured Embeddings of Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

New Algorithms for Large-Scale Support Vector Machines. (Nouveaux Algorithmes pour l'Apprentissage de Machines à Vecteurs Supports sur de Grandes Masses de Données).

[BibT_eX]

[DOI]

PhD thesis, 2010

Guarantees for Approximate Incremental SVMs.

[BibT_eX]

[DOI]