Coreference Resolution

Byte-Pair Encoding

A subword tokenisation algorithm that iteratively merges the most frequent character pairs to build a vocabulary.

Named Entity Recognition

An NLP task that identifies and classifies named entities in text into categories like person, organisation, and location.

Dependency Parsing

The syntactic analysis of a sentence to establish relationships between head words and words that modify them.

Part-of-Speech Tagging

The process of assigning grammatical categories (noun, verb, adjective) to each word in a text.

Information Extraction

The process of automatically extracting structured information from unstructured or semi-structured text sources.

Relation Extraction

Identifying semantic relationships between entities mentioned in text.

The field of AI focused on enabling computers to understand, interpret, and generate human language.

The method of dividing long documents into smaller segments for embedding and retrieval, balancing context preservation with optimal chunk sizes for vector search accuracy.

A generative probabilistic model for discovering topics in a collection of documents.

A summarisation technique that identifies and selects the most important sentences from a source document to compose a condensed version without generating new text.

The subfield of NLP concerned with producing natural language text from structured data or representations.

A neural network model that learns distributed word representations by predicting surrounding context words.

The artificial production of human speech from text, also known as text-to-speech.

The process of creating a concise and coherent summary of a longer text document while preserving key information.