Instructional Video Summarization Using Attentive Knowledge Grounding

Kyungho Kim, Kyungjae Lee, Seung won Hwang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This demonstration considers the scenario of summarizing an instructional video, for query such as “how to cook galbi”, to efficiently obtain a skillset. Specifically, we use the query to retrieve both the relevant video and the external procedural knowledge, such as a recipe document, and show summarization is more effective with such augmentation.

Original languageEnglish
Title of host publicationMachine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Proceedings
EditorsYuxiao Dong, Dunja Mladenic, Craig Saunders
PublisherSpringer Science and Business Media Deutschland GmbH
Pages565-569
Number of pages5
ISBN (Print)9783030676698
DOIs
Publication statusPublished - 2021
EventEuropean Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020 - Virtual, Online
Duration: 2020 Sep 142020 Sep 18

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12461 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceEuropean Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020
CityVirtual, Online
Period20/9/1420/9/18

Bibliographical note

Funding Information:
Microsoft Research Asia and Artificial Intelligence Graduate School Program (2020-0-01361).

Publisher Copyright:
© 2021, Springer Nature Switzerland AG.

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint

Dive into the research topics of 'Instructional Video Summarization Using Attentive Knowledge Grounding'. Together they form a unique fingerprint.

Cite this