A comparative study of weighting schemes for the interpretation of spoken referring expressions

Su Nam Kim; Ingrid Zukerman; Thomas Kleinbauer; Masud Moshtaghi

A comparative study of weighting schemes for the interpretation of spoken referring expressions

Su Nam Kim, Ingrid Zukerman, Thomas Kleinbauer, Masud Moshtaghi

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Abstract

This paper empirically explores the influence of two types of factors on the interpretation of spoken object descriptions: (1) descriptive attributes, e.g., colour and size; and (2) interpretation stages, e.g., syntax and pragmatics. We also investigate two schemes for combining attributes when estimating the goodness of an interpretation: Multiplicative and Additive. Our results show that the former scheme outperforms the latter, and that the weights assigned to the attributes of a description and the stages of an interpretation influence interpretation accuracy.

Original language	English
Title of host publication	Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA)
Editors	Gabriela Ferraro, Stephen Wan
Place of Publication	Stroudsburg PA USA
Publisher	Association for Computational Linguistics (ACL)
Pages	50-58
Number of pages	9
Publication status	Published - 2014
Event	Australasian Language Technology Association Workshop 2014 - RMIT, Melbourne, Australia Duration: 26 Nov 2014 → 28 Nov 2014 Conference number: 12th https://www.aclweb.org/anthology/events/alta-2014/ (Proceedings)

Conference

Conference	Australasian Language Technology Association Workshop 2014
Abbreviated title	ALTAW 2014
Country/Territory	Australia
City	Melbourne
Period	26/11/14 → 28/11/14
Other	ALTA 2014 will be held in conjuction with the 19th Australasian Document Computing Symposium 2014 (ADCS 2014).
Internet address	https://www.aclweb.org/anthology/events/alta-2014/ (Proceedings)

Cite this

Kim, Su Nam ; Zukerman, Ingrid ; Kleinbauer, Thomas ; Moshtaghi, Masud. / A comparative study of weighting schemes for the interpretation of spoken referring expressions. Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA). editor / Gabriela Ferraro ; Stephen Wan. Stroudsburg PA USA : Association for Computational Linguistics (ACL), 2014. pp. 50-58

@inproceedings{b9f5ca585cc94253a08bcff17219f5f1,

title = "A comparative study of weighting schemes for the interpretation of spoken referring expressions",

abstract = "This paper empirically explores the influence of two types of factors on the interpretation of spoken object descriptions: (1) descriptive attributes, e.g., colour and size; and (2) interpretation stages, e.g., syntax and pragmatics. We also investigate two schemes for combining attributes when estimating the goodness of an interpretation: Multiplicative and Additive. Our results show that the former scheme outperforms the latter, and that the weights assigned to the attributes of a description and the stages of an interpretation influence interpretation accuracy.",

author = "Kim, {Su Nam} and Ingrid Zukerman and Thomas Kleinbauer and Masud Moshtaghi",

note = "Funding Information: This research was supported in part by grant DP110100500 from the Australian Research Council. Publisher Copyright: {\textcopyright} 2014 Australasian Language Technology Association Workshop 2014, ALTA 2014 - Proceedings. All rights reserved.; Australasian Language Technology Association Workshop 2014, ALTAW 2014 ; Conference date: 26-11-2014 Through 28-11-2014",

year = "2014",

language = "English",

pages = "50--58",

editor = "Gabriela Ferraro and Stephen Wan",

booktitle = "Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA)",

publisher = "Association for Computational Linguistics (ACL)",

url = "https://www.aclweb.org/anthology/events/alta-2014/",

}

Kim, SN, Zukerman, I, Kleinbauer, T & Moshtaghi, M 2014, A comparative study of weighting schemes for the interpretation of spoken referring expressions. in G Ferraro & S Wan (eds), Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA). Association for Computational Linguistics (ACL), Stroudsburg PA USA, pp. 50-58, Australasian Language Technology Association Workshop 2014, Melbourne, Victoria, Australia, 26/11/14.

A comparative study of weighting schemes for the interpretation of spoken referring expressions. / Kim, Su Nam; Zukerman, Ingrid; Kleinbauer, Thomas; Moshtaghi, Masud.

Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA). ed. / Gabriela Ferraro; Stephen Wan. Stroudsburg PA USA : Association for Computational Linguistics (ACL), 2014. p. 50-58.

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

TY - GEN

T1 - A comparative study of weighting schemes for the interpretation of spoken referring expressions

AU - Kim, Su Nam

AU - Zukerman, Ingrid

AU - Kleinbauer, Thomas

AU - Moshtaghi, Masud

N1 - Conference code: 12th

PY - 2014

Y1 - 2014

N2 - This paper empirically explores the influence of two types of factors on the interpretation of spoken object descriptions: (1) descriptive attributes, e.g., colour and size; and (2) interpretation stages, e.g., syntax and pragmatics. We also investigate two schemes for combining attributes when estimating the goodness of an interpretation: Multiplicative and Additive. Our results show that the former scheme outperforms the latter, and that the weights assigned to the attributes of a description and the stages of an interpretation influence interpretation accuracy.

AB - This paper empirically explores the influence of two types of factors on the interpretation of spoken object descriptions: (1) descriptive attributes, e.g., colour and size; and (2) interpretation stages, e.g., syntax and pragmatics. We also investigate two schemes for combining attributes when estimating the goodness of an interpretation: Multiplicative and Additive. Our results show that the former scheme outperforms the latter, and that the weights assigned to the attributes of a description and the stages of an interpretation influence interpretation accuracy.

UR - http://www.scopus.com/inward/record.url?scp=85119329230&partnerID=8YFLogxK

M3 - Conference Paper

SP - 50

EP - 58

BT - Australasian Language Technology Association Workshop 2014 - Proceedings of the Workshop (ALTA)

A2 - Ferraro, Gabriela

A2 - Wan, Stephen

PB - Association for Computational Linguistics (ACL)

CY - Stroudsburg PA USA

T2 - Australasian Language Technology Association Workshop 2014

Y2 - 26 November 2014 through 28 November 2014

ER -

A comparative study of weighting schemes for the interpretation of spoken referring expressions

Abstract

Conference

Other files and links

Towards realistic verbal interactions between people and computers -- A probabilistic approach

Cite this

A comparative study of weighting schemes for the interpretation of spoken referring expressions

Abstract

Conference

Other files and links

Projects

Towards realistic verbal interactions between people and computers -- A probabilistic approach

Cite this