Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques

Myroslava O. Dzikovska; Charles B. Callaway; Elaine Farrow; Manuel Marques-Pita; Colin Matheson; Johanna D. Moore

Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques

Myroslava O. Dzikovska, Charles B. Callaway, Elaine Farrow, Manuel Marques-Pita, Colin Matheson, Johanna D. Moore

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We present tutorial dialogue systems in two different domains that demonstrate the use of dialogue management and deep natural language processing techniques. Generation techniques are used to produce natural sounding feedback adapted to student performance and the dialogue history, and context is used to interpret tentative answers phrased as questions.

Original language	English
Title of host publication	Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations
Editors	Candace L. Sidner, Tanja Schultz, Matthew Stone, ChengXiang Zhai
Place of Publication	Rochester
Publisher	Association for Computational Linguistics
Pages	5-6
Number of pages	2
Publication status	Published - Apr 2007
Event	Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics - Rochester, New York, United States Duration: 22 Apr 2007 → 27 Apr 2007

Conference

Conference	Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics
Abbreviated title	NAACL-HLT 2007
Country/Territory	United States
City	Rochester, New York
Period	22/04/07 → 27/04/07

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http://www.aclweb.org/anthology-new/N/N07/N07-4003.pdf

Cite this

Dzikovska, M. O., Callaway, C. B., Farrow, E., Marques-Pita, M., Matheson, C., & Moore, J. D. (2007). Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques. In C. L. Sidner, T. Schultz, M. Stone, & C. Zhai (Eds.), Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations (pp. 5-6). Association for Computational Linguistics. http://www.aclweb.org/anthology-new/N/N07/N07-4003.pdf

Dzikovska, Myroslava O. ; Callaway, Charles B. ; Farrow, Elaine et al. / Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques. Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations. editor / Candace L. Sidner ; Tanja Schultz ; Matthew Stone ; ChengXiang Zhai. Rochester : Association for Computational Linguistics, 2007. pp. 5-6

@inproceedings{656ab0d239044aa2aeea38456b3dffae,

title = "Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques",

abstract = "We present tutorial dialogue systems in two different domains that demonstrate the use of dialogue management and deep natural language processing techniques. Generation techniques are used to produce natural sounding feedback adapted to student performance and the dialogue history, and context is used to interpret tentative answers phrased as questions.",

author = "Dzikovska, {Myroslava O.} and Callaway, {Charles B.} and Elaine Farrow and Manuel Marques-Pita and Colin Matheson and Moore, {Johanna D.}",

year = "2007",

month = apr,

language = "English",

pages = "5--6",

editor = "Sidner, {Candace L.} and Tanja Schultz and Matthew Stone and ChengXiang Zhai",

booktitle = "Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations",

publisher = "Association for Computational Linguistics",

note = "Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics , NAACL-HLT 2007 ; Conference date: 22-04-2007 Through 27-04-2007",

}

Dzikovska, MO, Callaway, CB, Farrow, E, Marques-Pita, M, Matheson, C & Moore, JD 2007, Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques. in CL Sidner, T Schultz, M Stone & C Zhai (eds), Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations. Association for Computational Linguistics, Rochester, pp. 5-6, Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics , Rochester, New York, United States, 22/04/07. <http://www.aclweb.org/anthology-new/N/N07/N07-4003.pdf>

Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques. / Dzikovska, Myroslava O.; Callaway, Charles B.; Farrow, Elaine et al.
Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations. ed. / Candace L. Sidner; Tanja Schultz; Matthew Stone; ChengXiang Zhai. Rochester: Association for Computational Linguistics, 2007. p. 5-6.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques

AU - Dzikovska, Myroslava O.

AU - Callaway, Charles B.

AU - Farrow, Elaine

AU - Marques-Pita, Manuel

AU - Matheson, Colin

AU - Moore, Johanna D.

PY - 2007/4

Y1 - 2007/4

N2 - We present tutorial dialogue systems in two different domains that demonstrate the use of dialogue management and deep natural language processing techniques. Generation techniques are used to produce natural sounding feedback adapted to student performance and the dialogue history, and context is used to interpret tentative answers phrased as questions.

AB - We present tutorial dialogue systems in two different domains that demonstrate the use of dialogue management and deep natural language processing techniques. Generation techniques are used to produce natural sounding feedback adapted to student performance and the dialogue history, and context is used to interpret tentative answers phrased as questions.

M3 - Conference contribution

SP - 5

EP - 6

BT - Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations

A2 - Sidner, Candace L.

A2 - Schultz, Tanja

A2 - Stone, Matthew

A2 - Zhai, ChengXiang

PB - Association for Computational Linguistics

CY - Rochester

T2 - Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics

Y2 - 22 April 2007 through 27 April 2007

ER -

Dzikovska MO, Callaway CB, Farrow E, Marques-Pita M, Matheson C, Moore JD. Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques. In Sidner CL, Schultz T, Stone M, Zhai C, editors, Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations. Rochester: Association for Computational Linguistics. 2007. p. 5-6

Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques

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