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Talks
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).
Papers
Translating Embeddings for Modeling Multi-relational Data (2013).
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston and Oksana Yakhnenko. to appear 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)
