Automatic Dialogue Act Recognition

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F10%3A00503260" target="_blank" >RIV/49777513:23520/10:00503260 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Automatic Dialogue Act Recognition

Original language description

This work deals with automatic Dialogue Act (DA) recognition in Czech and in French. The first main contribution of this work is to propose and compare several approaches that recognize dialogue acts based on three types of information: lexical, prosodicand word positions. The next main contribution is to apply a general semi-supervised training approach based on the Expectation Maximization algorithm to the task of labeling a new corpus with pre-defined DAs. Experimental results show that the proposedapproaches work with the estimated accuracy.

Czech name

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Czech description

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Type

B - Specialist book

CEP classification

IN - Informatics

OECD FORD branch

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Project

<a href="/en/project/2C06009" target="_blank" >2C06009: Complex knowledge base tools for natural language communication with the semantic web</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2010

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

ISBN

978-3-639-24359-8

Number of pages

112

Publisher name

VDM Verlag Dr. Müller

Place of publication

Saarbrücken

UT code for WoS book

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