CMU CHRONOS-KAIROS Final Systems Description

Abstract

The CMU CHRONOS system addresses both TA1 and TA2 components of DARPAs KAIROS program, including generating, generalizing, composing and specializing schemas from multimedia sources (text, audio, image, video), as well as representing and reasoning over the induced schemas in a knowledge base. This report from the CMU CHRONOS team describes the CHRONOS systems pipeline. The pipeline includes schema visualization and curation tool called Eratosthenes; practices for schema library creation and curation, a system for extracting events, entities, and relations from text, video, and speech; a schema matching an instantiation system; and a prediction system.

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Document Details

Document Type
Technical Report
Publication Date
Jul 03, 2024
Accession Number
AD1231183

Entities

People

  • Alan Black
  • Alex Hauptmann
  • Anatole Gersham
  • David R. Mortensen
  • Graham Neubig
  • Susan Holm
  • Teruko Mitamura
  • Yiming Yang
  • Yukari Yamakawa
  • Zhiqi Cheng

Organizations

  • Carnegie Mellon University

Tags

Fields of Study

  • Computer science

Readers

  • Archaeological Resource Survey
  • Artificial Intelligence
  • Geospatial Intelligence and Artificial Intelligence Analytics