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In this paper, we present a conversational model that incorporates both context and participant role for two-party conversations.
Long short-term memory
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The rules behind roles: Identifying speaker role in radio broadcasts
Regina Barzilay, Michael Collins, Julia Hirschberg, and Steve Whittaker · 2000
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BLEU: a method for automatic evaluation of machine translation
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The influence of speaker roles on discourse marker use
Janet M Fuller · 2003
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Latent dirichlet allocation
David M Blei, Andrew Y Ng, and Michael I Jordan · 2003
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Multi-speaker language modeling
G. Ji and J. Bilmes · 2004
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Modeling topic and role information in meetings using the hierarchical Dirichlet process
Songfang Huang and Steve Renals · 2008
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Introduction to information retrieval
Christopher D Manning, Prabhakar Raghavan, Hinrich Schütze, et al · 2008
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Unsupervised broadcast conversation speaker role labeling
B Hutchinson, B. Zhang, and M. Ostendorf · 2010
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Recurrent neural network based language model
Tomas Mikolov, Martin Karafiát, Lukas Burget, Jan Cernockỳ, and Sanjeev Khudanpur · 2010
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Software Framework for Topic Modelling with Large Corpora
Radim Řehůřek and Petr Sojka · 2010
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Alan Ritter, Colin Cherry, and William B Dolan · 2011
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Tomas Mikolov and Geoffrey Zweig · 2012
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Machine learning: a probabilistic perspective
Kevin P Murphy · 2012
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B. Hutchinson B. Zhang, M. A. Marin and M. Ostendorf · 2013
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A neural network approach to context-sensitive generation of conversational responses
Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Margaret Mitchell, Jian-Yun Nie, Jianfeng Gao, and Bill Dolan · 2015
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Neural Responding Machine for Short-Text Conversation
Lifeng Shang, Zhengdong Lu, and Hang Li · 2015
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Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, and Steve Young · 2015
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Document context language models
Yangfeng Ji, Trevor Cohn, Lingpeng Kong, Chris Dyer, and Jacob Eisenstein · 2015
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A Dataset for Research on Short-Text Conversations
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Improved part-of-speech tagging for online conversational text with word clusters
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The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems
Ryan Lowe, Nissan Pow, Iulian Serban, and Joelle Pineau · 2015
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Rui Lin, Shujie Liu, Muyun Yang, Mu Li, Ming Zhou, and Sheng Li · 2015
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Efficient learning for spoken language understanding tasks with word embedding based pre-training
Yi Luan, Shinji Watanabe, and Bret Harsham · 2015
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A Sparse Plus Low-Rank Exponential Language Model for Limited Resource Scenarios
Brian Hutchinson, Mari Ostendorf, and Maryam Fazel · 2015
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deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, and Bill Dolan · 2015
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Oriol Vinyals and Quoc Le · 2015
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A persona-based neural conversation model
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and Bill Dolan · 2016
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