UMR CNRS 7253

Connecting Large-Scale Knowledge Bases and Natural Language [English] (2013).
Antoine Bordes
UW MSR Summer Institute “Understanding Situated Language in Everyday Life”, Union, WA, USA. July 2013.
(slides) (workshop)

Traiter des Données Relationnelles grâce à l’Apprentissage Automatique [French] (2013).
Antoine Bordes
Plate-forme IA 2013, Lille, France, July 2013.
(slides) (conference)

EVEREST has been presented at: Google NY (Feb'13), ICLR (Apr'13), SMAI congress (May'13), ICML (Jun'13), PFIA (Jul'13), UW MSR Summer Institute (Jul'13), Workshop on Computational Models of Early Language Acquisition and Zero Resource Speech Technologies (Jul'13), EMNLP (Oct'13), University of Edinburg (Nov'13), Criteo (Nov'13), NIPS (Dec'13), Google MTV (Dec'13), Facebook (Dec'13), GdR CNRS ISIS (Feb'14).

Open Question Answering with Weakly Supervised Embedding Models (2014).
Antoine Bordes, Jason Weston and Nicolas Usunier. To appear in Proceedings of ECML PKDD 2014, Nancy, France. Sep. 14.

Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data (2014).
Alberto Garcia-Duran, Antoine Bordes and Nicolas Usunier. To appear in Proceedings of ECML PKDD 2014, Nancy, France. Sep. 14.

Extracting Biomedical Events from Pairs of Text Entities (2014).
Xiao Liu, Antoine Bordes and Yves Grandvalet. To appear in BMC Bioinformatics special issue on BioNLP Shared Task 2013, 2014.

Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction (2014).
Xiao Liu, Antoine Bordes and Yves Grandvalet. In Proceedings the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Gothenburg, Sweden, April 2014.
(pdf)

Translating Embeddings for Modeling Multi-relational Data (2013).
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston and Oksana Yakhnenko. in Proceedings of Neural Information Processing Systems (NIPS 26), Lake Taho, NV, USA. Dec. 2013.
(pdf) (code+data)

Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction (2013).
Jason Weston, Antoine Bordes, Oksana Yakhnenko and Nicolas Usunier. in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Seattle, USA. October 2013.
(pdf)

Irreflexive and Hierarchical Relations as Translations (2013).
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston and Oksana Yakhnenko. at the ICML*2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (poster), Atlanta, USA, June 2013.
(arxiv) (workshop)

Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities (2013).
Xiao Liu, Antoine Bordes and Yves Grandvalet. in Proceedings of BioNLP Shared Task 2013 Workshop, ACL publishing, Sofia, Bulgaria. August 2013.
(pdf) (workshop)

A Semantic Matching Energy Function for Learning with Multi-relational Data (2013).
Antoine Bordes, Xavier Glorot, Jason Weston, and Yoshua Bengio. in Machine Learning. Springer, DOI: 10.1007/s10994-013-5363-6, May 2013.
(MLj) (code+data)

A Semantic Matching Energy Function for Learning with Multi-relational Data (2013).
Xavier Glorot, Antoine Bordes, Jason Weston and Yoshua Bengio. at 1st International Conference on Learning Representations (ICLR) (poster), Scottsdale, USA, May 2013.
(openreview) (code+data)