Grégoire Mesnil

Learning semantic representations using convolutional neural networks for web search

Yelong Shen, Xiaodong He, Jianfeng Gao et al. · 2014 · 693 citations

Convolutional Neural Network, Engineering, Machine Learning +20

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval

Yelong Shen, Xiaodong He, Jianfeng Gao et al. · 2014 · 682 citations

Word Sequences, Engineering, Semantic Search +20

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding

Grégoire Mesnil, Yann Dauphin, Kaisheng Yao et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2014 · 466 citations

Engineering, Machine Learning, Slot Filling +23

Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding

Grégoire Mesnil, Xiaodong He, Li Deng et al. · 2013 · 428 citations

Engineering, Machine Learning, Slot Filling +20

Better Mixing via Deep Representations

Yoshua Bengio, Grégoire Mesnil, Yann Dauphin et al. · arXiv (Cornell University) · 2012 · 207 citations · Full text

Deep Representations, Geometric Learning, Computational Science +13