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Glossary
Natural Language Processing
Coreference Resolution

Coreference Resolution

[koʊˈrɛfərəns ˌrɛzəˈluʃən]
Natural Language Processing
Last updated: December 9, 2024

Definition

The task of finding all expressions that refer to the same entity in a text.

Detailed Explanation

Coreference resolution identifies when different words or phrases refer to the same entity across a text. It handles pronouns, synonyms, and other referring expressions, crucial for understanding extended discourse.

Use Cases

Document understanding, machine translation, text summarization, information extraction

Related Terms

Topic Modeling

A method for discovering abstract topics that occur in a collection of documents.

Natural Language Processing

Sentiment Analysis

The process of determining the emotional tone or opinion expressed in text.

Natural Language Processing

Discourse Analysis

The study of language use and meaning beyond the sentence level.

Natural Language Processing