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.
|Title of host publication||Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Proceedings|
|Editors||Yuxiao Dong, Dunja Mladenic, Craig Saunders|
|Publisher||Springer Science and Business Media Deutschland GmbH|
|Number of pages||5|
|Publication status||Published - 2021|
|Event||European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020 - Virtual, Online|
Duration: 2020 Sep 14 → 2020 Sep 18
|Name||Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|
|Conference||European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020|
|Period||20/9/14 → 20/9/18|
Bibliographical noteFunding Information:
Microsoft Research Asia and Artificial Intelligence Graduate School Program (2020-0-01361).
© 2021, Springer Nature Switzerland AG.
All Science Journal Classification (ASJC) codes
- Theoretical Computer Science
- Computer Science(all)