We may earn an affiliate commission when you visit our partners.

Lemmatization

Save
May 1, 2024 3 minute read

Lemmatization is the process of reducing inflectional forms of a word to its base or dictionary form. This is useful for tasks such as stemming, where the base form of a word is used to represent all its inflected forms. Lemmatization can also be used for tasks such as text classification, where the base form of a word is used to represent its meaning.

What is Lemmatization?

Lemmatization is the process of reducing a word to its base or dictionary form. This is done by removing any affixes, such as prefixes and suffixes, from the word. Lemmatization is different from stemming, which simply removes the last few characters from a word. Lemmatization takes into account the word's part of speech and its context, which allows it to produce more accurate results.

Why is Lemmatization Important?

Path to Lemmatization

Take the first step.
We've curated one courses to help you on your path to Lemmatization. Use these to develop your skills, build background knowledge, and put what you learn to practice.
Sorted from most relevant to least relevant:

Share

Help others find this page about Lemmatization: by sharing it with your friends and followers:

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Lemmatization.
Provides a comprehensive overview of lemmatization and stemming, two important techniques for natural language processing. It is written by two leading researchers in the field, and it is considered to be the definitive work on the subject.
Provides a comprehensive overview of deep learning for natural language processing, including a chapter on lemmatization. It is written by a leading researcher in the field, and it is considered to be the definitive work on the subject.
Provides a comprehensive overview of morphology, including a chapter on lemmatization. It is written by a leading researcher in the field, and it is considered to be the definitive work on the subject.
Provides a comprehensive overview of natural language processing, including a chapter on lemmatization. It is written in a clear and accessible style, making it suitable for both beginners and experienced practitioners.
Table of Contents
Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.

© 2016 - 2025 OpenCourser