Antoine Bordes
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Antoine Bordes is a person.
References
- Professional Homepage: http://research.facebook.com/antoine-bordes
- Professional Homepage (previous): http://www.utc.fr/~bordesan/dokuwiki/en/start
- Google Scholar Author Page: http://scholar.google.com/citations?user=jWWx33IAAAAJ
2017
- (Wu, Fisch et al., 2017) ⇒ Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, and Jason Weston. (2017). “StarSpace: Embed All The Things!.” In: arXiv preprint arXiv:1709.03856.
- (Conneau et al., 2017) ⇒ Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, and Antoine Bordes. (2017). “Supervised Learning of Universal Sentence Representations from Natural Language Inference Data.” In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, (EMNLP-2017).
2016
- (Bordes, 2016) ⇒ Antoine Bordes. (2016). “Memory Networks for Language Understanding: Successes and Challenges.” Invited Talk at the 5th Workshop on Automated Knowledge Base Construction (AKBC-2016).
- ABSTRACT: This talk will first briefly review Memory Networks, an attention-based neural network architecture introduced in (Weston et al., ICLR15), which has been shown to be able to reach promising performance for question answering on synthetic data. Then, we will explore and discuss the successes and remaining challenges arising when applying Memory Networks to human generated natural language in the context of large-scale question answering, in cases where answers have to be extracted either from Knowledge Bases or directly from raw text.
- (Miller et al., 2016) ⇒ Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, and Jason Weston. (2016). “Key-Value Memory Networks for Directly Reading Documents.” In: arXiv Journal, 1606.03126.
2015
- (Weston et al., 2015) ⇒ Jason Weston, Antoine Bordes, Sumit Chopra, and Tomáš Mikolov. (2015). “Towards AI-complete Question Answering: A Set of Prerequisite Toy Tasks.” In: arXiv preprint arXiv:1502.05698.
2014
- (Bordes et al., 2014) ⇒ Antoine Bordes, Sumit Chopra, and Jason Weston. (2014). “Question Answering with Subgraph Embeddings.” In: Proceedings of EMNLP (EMNLP-2014).
2013
- (Bordes et al., 2013) ⇒ Antoine Bordes, Nicolas Usunier, Alberto Garcia-Durán, Jason Weston, and Oksana Yakhnenko. (2013). “Translating Embeddings for Modeling Multi-relational Data.” In: Proceedings of the 26th International Conference on Neural Information Processing Systems - Volume 2.
2012
- (Bordes et al., 2012) ⇒ Antoine Bordes, Xavier Glorot, Jason Weston, and Yoshua Bengio. (2012). “Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing.” In: Proceedings of the International Conference on Artificial Intelligence and Statistics, pp. 127-135. 2012.
2011
- (Glorot et al., 2011a) ⇒ Xavier Glorot, Antoine Bordes, and Yoshua Bengio. (2011). “Domain Adaptation for Large-scale Sentiment Classification: A Deep Learning Approach.” In: Proceedings of the 28th International Conference on Machine Learning (ICML-11).
- (Glorot et al., 2011b) ⇒ Xavier Glorot, Antoine Bordes, and Yoshua Bengio. (2011). “Deep Sparse Rectifier Networks.” In: Proceedings of the 14th International Conference on Artificial Intelligence and Statistics
2007
- (Bordes et al., 2007) ⇒ Antoine Bordes, Léon Bottou, Patrick Gallinari, and Jason Weston. (2007). “Solving Multiclass Support Vector Machines with LaRank.” In: Proceedings of the 24th International Conference on Machine learning (ICML 2007).