Annotating Participant Reference in English Spoken Conversation

Citation

Niekrasz John, Moore Johanna D. Annotating Participant Reference in English Spoken Conversation, in Proceedings of the Fourth Linguistic Annotation Workshop, Association for Computational Linguistics, pp. 256-264, 2010.

Abstract

In conversational language, references to people (especially to the conversation participants, e.g., I, you, and we) are an essential part of many expressed meanings. In most conversational settings, however, many such expressions have numerous potential meanings, are frequently vague, and are highly dependent on social and situational context. This is a significant challenge to conversational language understanding systems — one which has seen little attention in annotation studies. In this paper, we present a method for annotating verbal reference to people in conversational speech, with a focus on reference to conversation participants. Our goal is to provide a resource that tackles the issues of vagueness, ambiguity, and contextual dependency in a nuanced yet reliable way, with the ultimate aim of supporting work on summarization and information extraction for conversation.


Read more from SRI

  • An arid, rural Nevada landscape

    Can AI help us find valuable minerals?

    SRI’s machine learning-based geospatial analytics platform, already adopted by the USGS, is poised to make waves in the mining industry.

  • Two students in a computer lab

    Building a lab-to-market pipeline for education

    The SRI-led LEARN Network demonstrates how we can get the best evidence-based educational programs to classrooms and students.

  • Code reflected in a man's eyeglasses

    LLM risks from A to Z

    A new paper from SRI and Brazil’s Instituto Eldorado delivers a comprehensive update on the security risks to large language models.