Jason Weston

Jason Weston is a person.

• See: Distributional Word Vector, bAbI Project, Memory Networks.

---

---

References

• Professional Homepage: https://research.fb.com/people/weston-jason/
• Google Scholar Author Page: https://scholar.google.com/citations?user=lMkTx0EAAAAJ

2024

• (Yuan et al., 2024) ⇒ Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Sainbayar Sukhbaatar, Jing Xu, and Jason Weston. (2024). “Self-Rewarding Language Models.” doi:10.48550/arXiv.2401.10020

2019

• (Welleck et al., 2019) ⇒ Sean Welleck, Jason Weston, Arthur Szlam, and Kyunghyun Cho. (2019). “Dialogue Natural Language Inference.” In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019).
• (Urbanek et al., 2019) ⇒ Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, and Jason Weston. (2019). “Learning to Speak and Act in a Fantasy Text Adventure Game.” In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP).

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.

2016

• (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.
• (Weston, 2016) ⇒ Jason Weston. (2016). “Memory Networks for Language Understanding.” Tutorial at ICML-2016.

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.
• (Rush et al., 2015) ⇒ Alexander M. Rush, Sumit Chopra, and Jason Weston. (2015). “A Neural Attention Model for Abstractive Sentence Summarization.” In: Proceedings of EMNLP-2015.
• (Sukhbaatar et al., 2015) ⇒ Sainbayar Sukhbaatar, Jason Weston, and Rob Fergus. (2015). “End-to-end Memory Networks.” In: Advances in Neural Information Processing Systems.

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

• (Weston et al., 2013) ⇒ Jason Weston, Ron J. Weiss, and Hector Yee. (2013). “Nonlinear Latent Factorization by Embedding Multiple User Interests.” In: Proceedings of the 7th ACM conference on Recommender systems, pp. 65-68.
• (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

• (Collobert et al., 2011) ⇒ Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. (2011). “Natural Language Processing (Almost) from Scratch.” In: The Journal of Machine Learning Research, 12.

2009

• (Qi et al., 2009) ⇒ Yanjun Qi, Pavel Kuksa, Ronan Collobert, Kunihiko Sadamasa, Koray Kavukcuoglu, Jason Weston. (2009). “Semi-Supervised Sequence Labeling with Self-Learned Features.” In: Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM 2009). doi:10.1109/ICDM.2009.40
• (Bengio et al., 2009) ⇒ Yoshua Bengio, Jérôme Louradour, Ronan Collobert, and Jason Weston. (2009). “Curriculum Learning.” In: [[Proceedings of the 26th annual International Conference on Machine Learning, (ICML-2009).

2008

• (Collobert & Weston, 2008) ⇒ Ronan Collobert, and Jason Weston. (2008). “A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning.” In: Proceedings of the 25th International Conference on Machine learning. ISBN:978-1-60558-205-4 doi:10.1145/1390156.1390177

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).

2002

• (Guyon et al., 2002) ⇒ Isabelle Guyon, Jason Weston, Stephen Barnhill, and Vladimir Vapnik. (2002). “Gene Selection for Cancer Classification Using Support Vector Machines.” Machine learning 46, no. 1-3

---