Algorithmic Foundations of Q&A Systems: A Step-by-Step Approach

[Morenike Ifeolowa]

When it comes to designing algorithms for a Q&A system, several types of algorithms can be used, each serving a different purpose within the system. Here’s an overview of the key algorithms involved in a Q&A system.
Tokenization: Splitting text into individual words or tokens.
Part-of-Speech Tagging (POS): Identifying the grammatical parts of speech in a sentence (e.g., noun, verb, adjective).
Named Entity Recognition (NER): Detecting and classifying entities in the text (e.g., names, dates, locations).
Dependency Parsing: Analyzing the grammatical structure of a sentence and identifying relationships between words.
Sentiment Analysis: Determining the sentiment or emotional tone of the text.

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