Homepage
Open in app
Sign inGet started

Content Understanding

Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Oct 9, 2022

Information Extraction

Searchers aren’t necessarily looking for documents. They’re looking for information that may be just a small part of a document.

Read more…
Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Oct 9, 2022

Content Understanding

This publication is a series of posts devoted to content understanding. Each post is self-contained, but there is a natural progression. If you’d like to read them all, start with the first one.

Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Sep 4, 2022

Content Moderation

Content moderation combines classification and annotation with human review to implement a set of values and manage complex tradeoffs.

Read more…
Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Aug 10, 2022

Content Quality

Content quality is a measure that represents the content’s value independent of any searcher’s particular information need.

Read more…
Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Apr 25, 2022

Content Structure

Representing content structure in the index and using it in query processing helps connect users to the information they’re looking for.

Read more…
1 response
Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Mar 21, 2022

Content Similarity

Documents are more than categories and bags of entities. More granular content understanding approaches measure similarity among documents.

Read more…
Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Mar 17, 2022

Content Annotation

Like query understanding, content understanding uses holistic and reductionist approaches. Content annotation is a reductionist approach.

Read more…
Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Nov 9, 2021

Content Classification

Content classification maps a piece of content — an entry in the search index — to one or more elements of a predefined set of categories.

Read more…
1 response
Go to the profile of Daniel Tunkelang
Daniel Tunkelang
Nov 1, 2021

What is Content Understanding?

Content understanding is the foundation of the search process. Without content understanding, we can’t have robust search.

Read more…
1 response
About Content UnderstandingLatest StoriesArchiveAbout MediumTermsPrivacy