Affirmative Cue Words in Task-Oriented Dialogue

Authors

  • Agustín Gravano Departamento de Computación & Lab. de Investigaciones Sensoriales Universidad de Buenos Aires
  • Julia Hirschberg Department of Computer Science Columbia University, New York
  • Štefan Beňuš Constantine the Philosopher University, Nitra; Slovak Academy of Sciences, Bratislava

Abstract

We present a series of studies of affirmative cue words --- a family of cue words such as 'okay' or 'alright' that speakers use frequently in conversation. These words pose a challenge for spoken dialogue systems because of their ambiguity: they may be used for agreeing with what the interlocutor has said, indicating continued attention, or for cueing the start of a new topic, among other meanings. We describe differences in the acoustic/prosodic realization of such functions in a corpus of spontaneous, task-oriented dialogues in Standard American English. These results are important both for interpretation and for production in spoken language applications. We also assess the predictive power of computational methods for the automatic disambiguation of these words. We find that contextual information and final intonation figure as the most salient cues to automatic disambiguation.

Published

2024-12-05

Issue

Section

Long paper