LING 575 - Spoken Dialog Systems
Spring 2016
Specialized Topics - Embeddings for Spoken Dialog Systems


PrimaryCelikyilmaz et al., 2015Asli Celikyilmaz, Dilek Hakkani-Tur, Panupong Pasupat, and Ruhi Sarikaya. (2015) Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems. in 2015 AAAI Spring Symposium Series
SupplementaryForgues et al., 2014Gabriel Forgues, Joelle Pineau,Jean-Marie Larcheveque, Real Tremblay. (2014) Bootstrapping Dialog Systems with Word Embeddings, in Proceedings of NIPS workshop on Modern ML + NLP.
SupplementaryVukotic et al., 2015Vedran Vukotic, Christian Raymond, Guillaume Gravier. (2015) Is it time to switch to Word Embedding and Recurrent Neural Networks for Spoken Language Understanding? In Proceedings of Interspeech 2015.
SupplementaryGoldberg and Levy, 2014Y. Goldberg and O. Levy. (2014) word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method. http://arxiv.org/abs/1402.3722.
SupplementaryMikolov et al., 2013 Mikolov, T., I. Sutskever, K. C., Corrado, G., and Dean, J. (2013) Distributed representations of words and phrases and their compositionality. Proceedings of NIPS.