en:publications
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| - | ====Talks==== | ||
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| - | **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.\\ | ||
| - | {{en:talk-uw-msr-bordes.pdf|(slides)}} [[http://www.cs.washington.edu/mssi/2013/|(workshop)]] | ||
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| - | **Traiter des Données Relationnelles grâce à l’Apprentissage Automatique** [French] (2013).\\ | ||
| - | __Antoine Bordes__ \\ | ||
| - | Plate-forme IA 2013, Lille, France, July 2013.\\ | ||
| - | {{en:bordes-pfia-pres.pdf|(slides)}} [[http://pfia2013.univ-lille1.fr/|(conference)]] | ||
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| - | EVEREST has been presented at: **Google NY** (Feb'13), **[[https://sites.google.com/site/representationlearning2013/program-details/program|ICLR]]** (Apr'13), **[[http://smai.emath.fr/smai2013/programme_minisymposia.php|SMAI congress]]** (May'13), **[[https://sites.google.com/site/slgworkshop2013/accepted_papers|ICML]]** (Jun'13), **[[http://pfia2013.univ-lille1.fr/doku.php%3Fid=fr:invite.html|PFIA]]** (Jul'13), **[[http://www.cs.washington.edu/mssi/2013/schedule.html|UW MSR Summer Institute]]** (Jul'13), **[[http://www.lscp.net/persons/dupoux/bootphon/page_7.html|Workshop on Computational Models of Early Language Acquisition and Zero Resource Speech Technologies]]** (Jul'13), **[[http://hum.csse.unimelb.edu.au/emnlp2013/papers.html|EMNLP]]** (Oct'13), **[[http://www.ilcc.inf.ed.ac.uk/events/seminar-antoine-bordes|University of Edinburg]]** (Nov'13), **Criteo** (Nov'13), **[[https://nips.cc/Conferences/2013/Program/schedule.php|NIPS]]** (Dec'13), **Google MTV** (Dec'13), **Facebook** (Dec'13), **[[http://gdr-isis.fr/index.php?page=reunion&idreunion=234|GdR CNRS ISIS]]** (Feb'14). | ||
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| - | ====Papers==== | ||
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| - | **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. | ||
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| - | **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. | ||
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| - | **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. | ||
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| - | ** 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.\\ | ||
| - | {{http://aclweb.org/anthology/E/E14/E14-1073.pdf|(pdf)}} | ||
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| - | **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.\\ | ||
| - | {{en:cr_paper_nips13.pdf|(pdf)}} [[https://www.hds.utc.fr/everest/doku.php?id=en:transe|(code+data)]] | ||
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| - | **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.\\ | ||
| - | [[http://aclweb.org/anthology//D/D13/D13-1136.pdf|(pdf)]] | ||
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| - | **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.\\ | ||
| - | [[http://arxiv.org/abs/1304.7158|(arxiv)]] [[https://sites.google.com/site/slgworkshop2013/home|(workshop)]] | ||
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| - | **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.\\ | ||
| - | {{en:liu2013bionlp.pdf|(pdf)}} [[http://2013.bionlp-st.org/bionlp-st-workshop|(workshop)]] | ||
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| - | **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.\\ | ||
| - | [[http://link.springer.com/article/10.1007%2Fs10994-013-5363-6|(MLj)]] [[https://www.hds.utc.fr/everest/doku.php?id=en:smemlj12|(code+data)]] | ||
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| - | **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.\\ | ||
| - | [[http://openreview.net/document/ee06b92c-2534-48c1-8d45-822b8a7ab1b9#ee06b92c-2534-48c1-8d45-822b8a7ab1b9|(openreview)]] [[https://www.hds.utc.fr/everest/doku.php?id=en:smemlj12|(code+data)]] | ||
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