Website for the CIKM2014 tutorial on Deep Learning for Natural Language Processing: Theory and Practice (more content to be added)
Xiaodong He, Jianfeng Gao, and Li Deng, Deep Learning for Natural Language Processing: Theory and Practice (Tutorial), CIKM, November 2014
- Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, and Minwoo Jeong, New Transfer Learning Techniques For Disparate Label Sets, in Association for Computational Linguistics (ACL), ACL – Association for Computational Linguistics, 29 August 2015.
- Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, and Gregoire Mesnil, A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval , CIKM, November 2014.
- Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng, and Yelong Shen, Modeling Interestingness with Deep Neural Networks, EMNLP, October 2014.
- Jianfeng Gao, Xiaodong He, Wen-tau Yih, and Li Deng, Learning Continuous Phrase Representations for Translation Modeling, in Proceedings of ACL, Association for Computational Linguistics, June 2014.
- Wen-tau Yih, Xiaodong He, and Christopher Meek, Semantic Parsing for Single-Relation Question Answering, in Proceedings of ACL, Association for Computational Linguistics, June 2014.
- Yelong Shen, Xiaodong he, Jianfeng Gao, Li Deng, and Gregoire Mesnil, Learning Semantic Representations Using Convolutional Neural Networks for Web Search, WWW 2014, April 2014.
- Yang Song, Hongning Wang, and Xiaodong He, Adapting Deep RankNet for Personalized Search, in WSDM 2014, ACM, February 2014.
- Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck, Learning Deep Structured Semantic Models for Web Search using Clickthrough Data, ACM International Conference on Information and Knowledge Management (CIKM), October 2013.
- Grégoire Mesnil, Xiaodong He, Li Deng, and Yoshua Bengio, Investigation of Recurrent-Neural-Network Architectures and Learning Methods for Spoken Language Understanding, in Interspeech 2013, August 2013.
- Hongning Wang, Xiaodong He, Ming-Wei Chang, Yang Song, Ryen White, and Wei Chu, Personalized Ranking Model Adaptation for Web Search, in The 36th Annual ACM SIGIR Conference (SIGIR'2013), ACM, July 2013.