Joint Identification and Segmentation of Domain-Specific Dialogue Acts for Conversational Dialogue Systems

نویسندگان

  • Fabrizio Morbini
  • Kenji Sagae
چکیده

Individual utterances often serve multiple communicative purposes in dialogue. We present a data-driven approach for identification of multiple dialogue acts in single utterances in the context of dialogue systems with limited training data. Our approach results in significantly increased understanding of user intent, compared to two strong baselines.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Modeling Lateral Communication in Holonic Multi Agent Systems

Agents, in a multi agent system, communicate with each other through the process of exchanging messages which is called dialogue. Multi agent organization is generally used to optimize agents’ communications. Holonic organization demonstrates a self-similar recursive and hierarchical structure in which each holon may include some other holons. In a holonic system, lateral communication occurs b...

متن کامل

Construction of Dialogue among couples in Yazd : Towards a Grounded Theory

Introduction: Considering the importance of Constructive communication among families; The present study has studied and explained the understanding and experience of dialogue among couples in families in Yazd. Method: In this study, a qualitative approach and grounded theory method and Purposive and theoretical sampling were used and 31 couples from normal families in Yazd were selected and ...

متن کامل

Construction of Dialogue among couples in Yazd : Towards a Grounded Theory

Introduction: Considering the importance of Constructive communication among families; The present study has studied and explained the understanding and experience of dialogue among couples in families in Yazd. Method: In this study, a qualitative approach and grounded theory method and Purposive and theoretical sampling were used and 31 couples from normal families in Yazd were selected and ...

متن کامل

Modelling speech acts in conversational discourse

Computational pragmatics and dialogue analysis is currently a rapidly growing area of research in computational linguistics. Over the past five years or so, initiatives in modelling pragmatic aspects of dialogue have led to considerably improved spoken language dialogue systems – so much so in fact that constrained human-computer interaction no longer seems out of the question. One of the main ...

متن کامل

Predicting Obligation Dialogue Acts from Prosodic and Speaker Information

In this paper a methodology and preliminary results of a machine learning experiment for correlating intonation patterns and speaker information with dialogue acts are presented. The goal of this work is to assess the extent to which prosodic and speaker data can help to identify obligation dialogue acts within a specific practical-dialogues audio and video corpus in Mexican Spanish. The machin...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011