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During the past decade, several areas of speech and language understanding have witnessed substantial breakthroughs from the use of data-driven models.
Computing machinery and intelligence
A. M. Turing · 1950
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J. Gibson and A. D. Pick · 1963
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ELIZA—a computer program for the study of natural language communication between man and machine
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R. M. Cooper · 1974
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C. Lord and M. Haith · 1974
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Conversational Organization: Interaction Between Speakers and Hearers
C. Goodwin · 1981
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The Psychology of Human-Computer Interaction
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Teaching talk
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The child language data exchange system
B. MacWhinney and C. Snow · 1985
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An initial typology of english text types
D. Biber and E. Finegan · 1986
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Talking to a computer is not like talking to your best friend
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The atis spoken language systems pilot corpus
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The London-Lund corpus of spoken English: Description and research
J. Svartvik · 1990
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The HCRC map task corpus
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Grounding in communication
H. H. Clark and S. E. Brennan · 1991
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SWITCHBOARD: Telephone speech corpus for research and development
J. J Godfrey, E. C Holliman, and J McDaniel · 1992
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100 million words of english: the british national corpus (BNC)
G. Leech · 1992
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Dialogue management for telephone information systems
S. McGlashan, N. Fraser, N. Gilbert, E. Bilange, P. Heisterkamp, and N. Youd · 1992
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Black box and glass box evaluation of the sundial system
A. Simpson and N. M Eraser · 1993
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The philips automatic train timetable information system
H. Aust, M. Oerder, F. Seide, and V. Steinbiss · 1995
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Dialogue move recognition using topic spotting techniques
S. Bird, S. Browning, R. Moore, and M. Russell · 1995
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The bergen corpus of london teenager language (COLT)
V. Haslerud and A. Stenström · 1995
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The TRAINS 93 Dialogues
P. A. Heeman and J. F. Allen · 1995
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WordNet: a lexical database for english
G. A. Miller · 1995
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Callfriend american english-non-southern dialect
A. Canavan and G. Zipperlen · 1996
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Comparing English worldwide: The international corpus of English
S. Greenbaum · 1996
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The international corpus of english (ICE) project
S. Greenbaum and G Nelson · 1996
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Callhome american english speech
A. Canavan, D. Graff, and G. Zipperlen · 1997
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User modeling for spoken dialogue system evaluation
W. Eckert, E. Levin, and R. Pieraccini · 1997
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How may I help you?
A. L. Gorin, G. Riccardi, and J. H. Wright · 1997
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Grouplens: applying collaborative filtering to usenet news
J. A Konstan, B. N. Miller, D. Maltz, J. L. Herlocker, L. R. Gordon, and J. Riedl · 1997
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A stochastic model of computer-human interaction for learning dialogue strategies
E. Levin and R. Pieraccini · 1997
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Learning dialogue strategies within the markov decision process framework
E. Levin, R. Pieraccini, and W. Eckert · 1997
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Dialogue act classification using language models
N. Reithinger and M. Klesen · 1997
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Paradise: A framework for evaluating spoken dialogue agents
M. A. Walker, D. J. Litman, C. A. Kamm, and A. Abella · 1997
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Orders of reality: Cancode, communication, and culture
R. Carter · 1998
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Introducing MegaHAL
J. L. Hutchens and M. D. Alder · 1998
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Generation that exploits corpus-based statistical knowledge
I. Langkilde and K. Knight · 1998
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Spoken language and applied linguistics
M. McCarthy · 1998
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The spoken corpus of the survey of english dialects: language variation and oral history
J. Beare and B. Scott · 1999
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A psychological model of grounding and repair in dialog
J. E. Cahn and S. E. Brennan · 1999
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The chameleon effect: the perception–behavior link and social interaction
Tanya L. Chartrand and J. A. Bargh · 1999
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Foundations of statistical natural language processing
C. D. Manning and H. Schütze · 1999
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Animated agents for procedural training in virtual reality: Perception, cognition, and motor control
J. Rickel and W. L. Johnson · 1999
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Reinforcement learning for spoken dialogue systems
S. P. Singh, M. J. Kearns, D. J. Litman, and M. A. Walker · 1999
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Translating with scarce resources
Y. Al-Onaizan, U. Germann, U. Hermjakob, K. Knight, P. Koehn, D. M., and K. Yamada · 2000
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Modeling negotiation dialogs
J. Alexandersson, R. Engel, M. Kipp, S. Koch, U. Küssner, N. Reithinger, and M. Stede · 2000
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Corpus of spoken, professional american-english, 2000
M. Barlow · 2000
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Verbmobil data collection and annotation
S. Burger, K. Weilhammer, F. Schiel, and H. G. Tillmann · 2000
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An Introduction to Support Vector Machines: And Other Kernel-based Learning Methods
N. Cristianini and J. Shawe-Taylor · 2000
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Stochastic language generation for spoken dialogue systems
A. H. Oh and A. I. Rudnicky · 2000
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Dialogue act modeling for automatic tagging and recognition of conversational speech
A. Stolcke, K. Ries, N. Coccaro, E. Shriberg, R. Bates, D. Jurafsky, P. Taylor, R. Martin, C. Van Ess-Dykema, and M. Meteer · 2000
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Probabilistic methods in spoken–dialogue systems
S. J. Young · 2000
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Diachronic relations among speech-based and written registers in english
D. Biber and E. Finegan · 2001
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A bit of progress in language modeling extended version
J. T. Goodman · 2001
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The carnegie mellon communicator corpus, 2002
C. Bennett and A. I Rudnicky · 2002
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BLEU: a method for automatic evaluation of machine translation
K. Papineni, S. Roukos, T Ward, and W Zhu · 2002
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Trainable approaches to surface natural language generation and their application to conversational dialog systems
A. Ratnaparkhi · 2002
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Optimizing dialogue management with reinforcement learning: Experiments with the njfun system
S. Singh, D. Litman, M. Kearns, and M. Walker · 2002
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Trends in teenage talk: Corpus compilation, analysis and findings , volume 8
A. Stenström, G. Andersen, and I. K. Hasund · 2002
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Embodied agents for multi-party dialogue in immersive virtual worlds
D. Traum and J. Rickel · 2002
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Training a sentence planner for spoken dialogue using boosting
M. A. Walker, O. C. Rambow, and M. Rogati · 2002
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A neural probabilistic language model
Y. Bengio, R. Ducharme, P. Vincent, and C. Janvin · 2003
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Pre-processing very noisy text
A. Clark · 2003
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An automatic dialogue generation platform for personalized dialogue applications
A. N. Pargellis, H-K. J. Kuo, and C. Lee · 2003
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Relationship between dialogue acts and hot spots in meetings
B. Wrede and E. Shriberg · 2003
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Bootstrapping spoken dialog systems with data reuse
G. Di Fabbrizio, G. Tur, and D. Hakkani-Tür · 2004
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Semantic similarity applied to spoken dialogue summarization
I. Gurevych and M. Strube · 2004
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Experiences with commercial telephone-based dialogue systems
E. Nöth, A. Horndasch, F. Gallwitz, and J. Haas · 2004
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Wizard of Oz Experiments on Speech Dialogue Systems
S. Petrik · 2004
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A framework for unsupervised learning of dialogue strategies
O. Pietquin · 2004
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The american national corpus overall goals and the first release
R. Reppen and N. Ide · 2004
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The ICSI meeting recorder dialog act (mrda) corpus
E. Shriberg, R. Dhillon, S. Bhagat, J. Ang, and H. Carvey · 2004
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Trainable sentence planning for complex information presentation in spoken dialog systems
A. Stent, R. Prasad, and M. Walker · 2004
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An annotated corpus of tutorial dialogs on mathematical theorem proving
M. Wolska, Q. B. Vo, D. Tsovaltzi, I. Kruijff-Korbayová, E. Karagjosova, H. Horacek, A. Fiedler, and C. Benzmüller · 2004
Cited alongside, same era.
METEOR: An automatic metric for mt evaluation with improved correlation with human judgments
S. Banerjee and A. Lavie · 2005
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If not turing’s test, then what?
P. R. Cohen · 2005
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Human-computer dialogue simulation using hidden markov models
H. Cuayáhuitl, S. Renals, O. Lemon, and H. Shimodaira · 2005
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A probabilistic description of man-machine spoken communication
O. Pietquin · 2005
Cited alongside, same era.
Let’s go public! taking a spoken dialog system to the real world
A. Raux, B. Langner, D. Bohus, A. W. Black, and M. Eskenazi · 2005
Maximum likelihood learning and inference in conditional random fields
I. V. Serban · 2012
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Parallel data, tools and interfaces in opus
J. Tiedemann · 2012
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From subtitles to human interactions: introducing the subtle corpus
D. Ameixa and L. Coheur · 2013
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Cardiff conversation database (CCDb): A database of natural dyadic conversations
A. J. Aubrey, D. Marshall, P. L. Rosin, J. Vandeventer, D. W. Cunningham, and C. Wallraven · 2013
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Entrainment on the move and in the lab: The walking around corpus
S. E. Brennan, K. S. Schuhmann, and K. M. Batres · 2013
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Creating a live, public short message service corpus: the nus sms corpus
T. Chen and M. Kan · 2013
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alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Quantitative evaluation of user simulation techniques for spoken dialogue systems
J. Schatzmann, K. Georgila, and S. Young · 2005
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VerbNet: A broad-coverage, comprehensive verb lexicon
K. K. Schuler · 2005
Cited alongside, same era.
The diachronic corpus of present-day spoken english (DCPSE), 2006
B. Aarts and S. A. Wallis · 2006
Cited alongside, same era.
A phrase-based statistical model for sms text normalization
A. Aw, M. Zhang, J. Xiao, and J. Su · 2006
Cited alongside, same era.
Cambridge grammar of English: a comprehensive guide; spoken and written English grammar and usage
R. Carter and M. McCarthy · 2006
Cited alongside, same era.
You are who you talk to: Detecting roles in usenet newsgroups
D. Fisher, M. Smith, and H. T Welser · 2006
Cited alongside, same era.
Speaker-adaptive multimodal prediction model for listener responses
I. de Kok, D. Heylen, and L. Morency · 2013
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Machine learning paradigms for speech recognition: An overview
L. Deng and X. Li · 2013
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Flipping the script: A corpus of american television series (cats) for corpus-based language learning and teaching
S. Dose · 2013
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On-line policy optimisation of Bayesian spoken dialogue systems via human interaction
M. Gasic, C. Breslin, M. Henderson, D. Kim, M. Szummer, B. Thomson, P. Tsiakoulis, and S. Young · 2013
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Deep neural network approach for the dialog state tracking challenge
M. Henderson, B. Thomson, and S. Young · 2013
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Distributed representations of words and phrases and their compositionality
T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean · 2013
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D64: A corpus of richly recorded conversational interaction
C. Oertel, F. Cummins, J. Edlund, P. Wagner, and N. Campbell · 2013
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A survey on metrics for the evaluation of user simulations
O. Pietquin and H. Hastie · 2013
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Dialog state tracking using conditional random fields
H. Ren, W. Xu, Y. Zhang, and Y. Yan · 2013
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A dialogue game framework with personalized training using reinforcement learning for computer-assisted language learning
P.-H. Su, Y.-B. Wang, T.-H. Yu, and L.-S. Lee · 2013
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The ubuntu chat corpus for multiparticipant chat analysis
D. C Uthus and D. W Aha · 2013
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A simple and generic belief tracking mechanism for the dialog state tracking challenge: On the believability of observed information
Z. Wang and O. Lemon · 2013
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The dialog state tracking challenge
J. Williams, A. Raux, D. Ramachandran, and A. Black · 2013
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POMDP-based statistical spoken dialog systems: A review
S. Young, M. Gasic, B. Thomson, and J. D. Williams · 2013
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Luke, I am your father: dealing with out-of-domain requests by using movies subtitles
D. Ameixa, Luisa Coheur, P. Fialho, and P. Quaresma · 2014
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Deep learning
Y. Bengio, I. Goodfellow, and A. Courville · 2014
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Bootstrapping dialog systems with word embeddings
G. Forgues, J. Pineau, J. Larchevêque, and R. Tremblay · 2014
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A. Graves, G. Wayne, and I. Danihelka · 2014
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Stochastic language generation in dialogue using factored language models
F. Mairesse and S. Young · 2014
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Learning goal-oriented hierarchical tasks from situated interactive instruction
S. Mohan and J. Laird · 2014
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Loqui human-human dialogue corpus (transcriptions and annotations), 2014
R. Passonneau and E. Sachar · 2014
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TVD: a reproducible and multiply aligned tv series dataset
A. Roy, C. Guinaudeau, H. Bredin, and C. Barras · 2014
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Strategic dialogue management via deep reinforcement learning
H. Cuayáhuitl, S. Keizer, and O. Lemon · 2015
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Evaluating prerequisite qualities for learning end-to-end dialog systems
J. Dodge, A. Gane, X. Zhang, A. Bordes, S. Chopra, A. Miller, A. Szlam, and J. Weston · 2015
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deltaBLEU: A discriminative metric for generation tasks with intrinsically diverse targets
M. Galley, C. Brockett, A. Sordoni, Y. Ji, M. Auli, C. Quirk, M. Mitchell, J. Gao, and B. Dolan · 2015
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Deep learning
I. Goodfellow, A. Courville, and Y. Bengio · 2015
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On using monolingual corpora in neural machine translation
C. Gülçehre, O. Firat, K. Xu, K. Cho, L. Barrault, H. Lin, F. Bougares, H. Schwenk, and Y. Bengio · 2015
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Improved deep learning baselines for ubuntu corpus dialogs
R. Kadlec, M. Schmid, and J. Kleindienst · 2015
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Dialog state tracking challenge 4, 2015
S. Kim, L. F. D’Haro, R. E. Banchs, J. Williams, and M. Henderson · 2015
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Ask me anything: Dynamic memory networks for natural language processing
A. Kumar, O. Irsoy, J. Su, J. Bradbury, R. English, B. Pierce, P. Ondruska, I. Gulrajani, and R. Socher · 2015
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A diversity-promoting objective function for neural conversation models
J. Li, M. Galley, C. Brockett, J. Gao, and B. Dolan · 2015
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Imitation learning applied to embodied conversational agents
B. Piot, M. Geist, and O. Pietquin · 2015
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I couldn’t agree more: The role of conversational structure in agreement and disagreement detection in online discussions
S. Rosenthal and K. McKeown · 2015
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Analyzing domestic abuse using natural language processing on social media data
J. N. Schrading · 2015
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An analysis of domestic a.se discourse on reddit
N. Schrading, C. O. Alm, R. Ptucha, and C. M. Homan · 2015
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Text-based speaker identification for multi-participant open-domain dialogue systems
I. V. Serban and J. Pineau · 2015
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Neural responding machine for short-text conversation
L. Shang, Z. Lu, and H. Li · 2015
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A hierarchical recurrent encoder-decoder for generative context-aware query suggestion
A. Sordoni, Y. Bengio, H. Vahabi, C. Lioma, J. G. Simonsen, and J. Nie · 2015
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A neural network approach to context-sensitive generation of conversational responses
A. Sordoni, M. Galley, M. Auli, C. Brockett, Y. Ji, M. Mitchell, J. Nie, J. Gao, and B. Dolan · 2015
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Learning from real users: Rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems
P.-H. Su, D. Vandyke, M. Gasic, D. Kim, N. Mrksic, T.-H. Wen, and S. Young · 2015
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End-to-end memory networks
S. Sukhbaatar, A. Szlam, J. Weston, and R. Fergus · 2015
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4d cardiff conversation database (4D CCDb): A 4D database of natural, dyadic conversations
J. Vandeventer, A. J. Aubrey, P. L. Rosin, and D. Marshall · 2015
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Multi-domain dialogue success classifiers for policy training
D. Vandyke, P.-H. Su, M. Gasic, N. Mrksic, T.-H. Wen, and S. Young · 2015
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O. Vinyals and Q. Le · 2015
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Stochastic language generation in dialogue using recurrent neural networks with convolutional sentence reranking
T. Wen, M. Gašic, D. Kim, N. Mrkšic, P. Su, D. Vandyke, and S. Young · 2015
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Memory networks
J. Weston, S. Chopra, and A. Bordes · 2015
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Wikiqa: A challenge dataset for open-domain question answering
Yi Yang, Wen-tau Yih, and Christopher Meek · 2015
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Internet argument corpus 2.0: An sql schema for dialogic social media and the corpora to go with it
R. Abbott, B. Ecker, P. Anand, and M. Walker · 2016
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A sequence-to-sequence model for user simulation in spoken dialogue systems
L. E. Asri, J. He, and K. Suleman · 2016
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Zero-shot learning of intent embeddings for expansion by convolutional deep structured semantic models
Y.-N. Chen, D. Hakkani-Tür, and X. He · 2016
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Tweet2vec: Character-based distributed representations for social media
B. Dhingra, Z. Zhou, D. Fitzpatrick, M. Muehl, and W. Cohen · 2016
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Policy networks with two-stage training for dialogue systems
M. Fatemi, L. E. Asri, H. Schulz, J. He, and K. Suleman · 2016
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Dialogue manager domain adaptation using gaussian process reinforcement learning
M. Gašić, N. Mrkšić, L. M. Rojas-Barahona, P.-H. Su, S. Ultes, D. Vandyke, T.-H. Wen, and S. Young · 2016
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Transfer learning for user adaptation in spoken dialogue systems
A. Genevay and R. Laroche · 2016
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Active learning for example-based dialog systems
T. Hiraoka, G. Neubig, K. Yoshino, T. Toda, and S. Nakamura · 2016
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The fifth dialog state tracking challenge
S. Kim, L. F. D’Haro, R. E. Banchs, J. D. Williams, M. Henderson, and K. Yoshino · 2016
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A persona-based neural conversation model
J. Li, M. Galley, C. Brockett, J. Gao, and Bill D · 2016
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On the evaluation of dialogue systems with next utterance classification
R. Lowe, I. V. Serban, M. Noseworthy, L. Charlin, and J. Pineau · 2016
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Personalizing a dialogue system with transfer learning
K. Mo, S. Li, Y. Zhang, J. Li, and Q. Yang · 2016
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Ms marco: A human generated machine reading comprehension dataset
T. Nguyen, M. Rosenberg, X. Song, J. Gao, S. Tiwary, R. Majumder, and L. Deng · 2016
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Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Networks
I. V. Serban, A. Sordoni, Y. Bengio, A. Courville, and J. Pineau · 2016
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Natural language generation in dialogue using lexicalized and delexicalized data
S. Sharma, J. He, K. Suleman, H. Schulz, and P. Bachman · 2016
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Continuously learning neural dialogue management
P.-H. Su, M. Gasic, N. Mrksic, L. Rojas-Barahona, S. Ultes, D. Vandyke, T.-H. Wen, and S. Young · 2016
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Multi-domain neural network language generation for spoken dialogue systems
T.-H. Wen, M. Gasic, N. Mrksic, L. M. Rojas-Barahona, P.-H. Su, D. Vandyke, and S. Young · 2016
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Dialog-based language learning
J. Weston · 2016
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End-to-end lstm-based dialog control optimized with supervised and reinforcement learning
J. D. Williams and G. Zweig · 2016
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Conversational flow in oxford-style debates
J. Zhang, R. Kumar, S. Ravi, and C. Danescu-Niculescu-Mizil · 2016
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Frames: Acorpus for adding memory to goal-oriented dialogue systems
L. El Asri, H. Schulz, S. Sharma, J. Zumer, J. Harris, E. Fine, R. Mehrotra, and K. Suleman · 2017
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