ML Anthology

Instructional Video Summarization Using Attentive Knowledge Grounding

Kyungho Kim, Kyungjae Lee, Seung-won Hwang
ECML-PKDD 2020 pp. 565-569
doi:10.1007/978-3-030-67670-4_40 /ecmlpkdd/2020/kim2020ecmlpkdd-instructional/

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.

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Cite

Text

Kim et al. "Instructional Video Summarization Using Attentive Knowledge Grounding." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020. doi:10.1007/978-3-030-67670-4_40

Markdown

[Kim et al. "Instructional Video Summarization Using Attentive Knowledge Grounding." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020.](https://mlanthology.org/ecmlpkdd/2020/kim2020ecmlpkdd-instructional/) doi:10.1007/978-3-030-67670-4_40

BibTeX

@inproceedings{kim2020ecmlpkdd-instructional,
  title     = {{Instructional Video Summarization Using Attentive Knowledge Grounding}},
  author    = {Kim, Kyungho and Lee, Kyungjae and Hwang, Seung-won},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2020},
  pages     = {565-569},
  doi       = {10.1007/978-3-030-67670-4_40},
  url       = {https://mlanthology.org/ecmlpkdd/2020/kim2020ecmlpkdd-instructional/}
}