NIPS 2015 Workshop on Machine Learning for Spoken Language Understanding and Interaction
-------- Call for Papers Machine Learning for Spoken Language Understanding and Interaction http://slunips2015.wix.com/slunips2015#!call-for-papers/aboutPage Date: 11th December 2015 A workshop at the Twenty-Ninth Annual Conference on Neural Information Processing Systems (NIPS 2015) Montreal, QC, Canada, December 11, 2015. Important dates: 4th October 2015 Paper Submission 24th October 2015 Notification of Acceptance 29th October 2015 Camera Ready Submission 11th December 2015 Workshop Day The emergence of virtual personal assistants such as SIRI, Cortana, Echo, and Google Now, is generating increasing interest in research in speech understanding and spoken interaction. However, whilst the ability of these agents to recognize conversational speech is maturing rapidly, their ability to understand and interact is still limited to a few specific domains, such as weather information, local businesses, and some simple chit-chat. Their conversational capabilities are not necessarily apparent to users. Interaction typically depends on handcrafted scripts and is often guided by simple commands. Deployed dialogue models do not fully make use of the large amount of data that these agents generate. Promising approaches that involve statistical models, big data analysis, representation of knowledge (hierarchical, relations, etc. ), utilizing and enriching semantic graphs with natural language components, multi-modality, etc. are being explored in multiple communities, such as natural language processing (NLP), speech processing, machine learning (ML), and information retrieval. However, we are still only scratching the surface in this field. The goal of this workshop is to bring together both applied and theoretical researchers in spoken/natural language processing and machine learning to facilitate the discussion of new frameworks that can help advance modern conversational systems. We invite you to submit original papers. Papers will be peer-reviewed and presented as posters. Proceedings will be published online in open access. Organizers also target a special issue in a dedicated journal, after the workshop. Invited Speakers/Panelist: Invited Speakers/Panelists: Jason Weston, Facebook AI Li Deng - Microsoft Research Larry Heck - Google Dan Roth - University of Ilinois - Urbana Champaign Tomas Mikolov - Facebook AI Kallirroi Georgila - University of Southern California Pascal Poupart - University of Waterloo Alan Black - Carnegie Mellon University Olivier Pietquin - Lille University Blaise Thomson - VocalIQ Paper format: 4-6 pages + one page for references only. The submission web site is: http://slunips2015.wix.com/slunips2015#!submission/s1ifo Organizing committee: Asli Celikyilmaz, Microsoft Milica Gašić, University of Cambridge Dilek Hakkani-Tür, Microsoft Research Contact: slunip...@gmail.com <mailto:slunip...@gmail.com> http://slunips2015.wix.com/slunips2015
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