Notes:
Natural language processing (NLP) is a subfield of artificial intelligence that focuses on developing algorithms and techniques for analyzing, interpreting, and generating natural language (i.e., human language). NLP is a key technology for many language-based applications, such as machine translation, speech recognition, and text summarization.
NLP involves a wide range of techniques and algorithms, including natural language understanding (NLU), natural language generation (NLG), and natural language understanding (NLU). NLU involves analyzing and interpreting natural language inputs, such as text or speech, and extracting the relevant entities and intents. NLG involves generating natural language outputs, such as text or speech, based on a given set of inputs and rules.
NLP systems typically use machine learning (ML) algorithms to learn from large datasets of human-generated language data. This allows them to make predictions and generate outputs that are similar to human language.
Overall, natural language processing is a key technology for many language-based applications, and it has a wide range of potential applications, from machine translation to social media analysis. It involves using algorithms and techniques to analyze, interpret, and generate natural language.
Wikipedia:
References:
- Conversational Agents and Natural Language Interaction
- Graph-based Natural Language Processing and Information Retrieval
- Handbook of Natural Language Processing and Machine Translation
- Learning to Rank for Information Retrieval and Natural Language Processing
- Natural Language Processing and Information Systems
See also:
100 Best Natural Language Generation Videos | 100 Best Natural Language Parsing Videos | 100 Best Natural Language Processing Lecture Videos | 100 Best Natural Language Understanding Videos | DBpedia & Natural Language Agents 2011 | Grammar Parsing & Natural Language Generation | Natural Language & Ontologies | Natural Language & SQL | Natural Language Generation & Dialog Systems 2010 | Natural Language Generation & Dialog Systems 2011 | Natural Language Generators & Dialog Systems | Natural Language Interaction | NLDB (Natural Language Database) | NLG (Natural Language Generation) | NLPA (Natural Language Program Analysis) | NLU (Natural Language Understanding) | SPARQL & Natural Language Generation | SPARQL & Natural Language Question Answering 2011 | SPARQL & Natural Language Question Answering 2012 | Tasks Of Natural Language Processing | Template Based Natural Language
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