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Actionable Items Annotation For ICSI Meeting Corpus.pdf

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Preview of Actionable Items Annotation for ICSI Meeting Corpus
🔗 Source: aclanthology.org
📊 Size: 773 KB
📄 Pages: 5 pages
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Summary

The dataset focuses on identifying actionable items discussed during conversations, such as scheduling appointments, sending emails, searching for documents, and creating calendar entries.

Key Points:

Data Source: Built upon the publicly available ICSI meeting corpus (Janin et al., 2003), comprising 22 meetings with over 21,000 utterances.
 Actionable Items: Defines 10 categories of actionable items based on human-machine interaction models adapted for meetings (e.g., scheduling, emails, action items, searching).
Annotations: Each utterance expressing an actionable item is annotated with:
 Intent/Action: The specific type of actionable item (e.g., "find email," "create calendar entry").
Arguments: Relevant information required to complete the action (e.g., names, dates, content).
 Vector Representations: Utterances are also represented using convolutional deep structured semantic models (CDSSM) for future research.

Benefits and Applications:

AIMU enables researchers and developers to:

Develop intelligent meeting assistants: Automate tasks like scheduling meetings, sending emails, and finding relevant information discussed during meetings.
 Improve meeting productivity: Provide participants with easy access to key takeaways and actionable steps from discussions.
* Enhance knowledge sharing: Facilitate better understanding of meeting content and outcomes.

Statistical Analysis & Future Work: The paper includes detailed statistical analysis of the dataset and explores the potential of CDSSM for actionable item detection tasks. Future work will focus on user interface design and further exploration of specific action types.

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Description

This extends beyond existing metadata by providing specific tasks for a virtual assistant to execute during meetings.

Technical Information

  • File Format: PDF
  • File Size: 773 KB
  • Pages: 5
  • Language: EN
  • Total Downloads: 46
  • Last Updated: 5 hours ago

Document Overview

This PDF document about Actionable Items Annotation for ICSI Meeting Corpus provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Actionable Items Annotation for ICSI Meeting Corpus.

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Actionable guideActionable tutorialItems guideItems tutorialAnnotation guideAnnotation tutorialICSI guideICSI tutorialMeeting guideMeeting tutorialCorpus guideCorpus tutorial

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