Glossary Library

Technical GlossaryNatural Language Processing

Coreference Resolution

A task that determines whether different expressions in text refer to the same entity or event.

Coreference resolution is a critical step for text understanding systems to move beyond surface language. If pronouns, shortened mentions, and repeated references are not resolved correctly, NER, relation extraction, and QA quality can all degrade. It plays a particularly important role in long-document processing and multi-sentence context.

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Self-Attention

An attention mechanism in which each element in a sequence directly models its relationship with all others.

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Encoder-Only Transformer

A Transformer architecture focused on contextual representation learning and used mainly for understanding tasks.

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Text Normalization

The process of standardizing raw text at the spelling, formatting, and character levels to make it more consistent and processable.