Natural Language Processing
Natural Language Processing, or NLP, is an area of computer systems research and development focused on enabling computers to understand, interpret, generate, and make sense of human language in a valuable way. It's all about communication between humans and machines in their natural languages. NLP combines computational linguistics—rule and statistical modeling of human language—with machine learning, artificial intelligence, and data processing. It involves speech recognition, natural language understanding, natural language generation, and other related areas. In the hierarchy of Science, Computer Science, and Computer Systems, NLP specifically falls under Computer Systems due to its computational nature and heavy dependence on algorithms, data structures, programming languages, and computer hardware for implementation and execution. However, it is also deeply rooted in both Computer Science and Science as a whole, with connections to linguistics, cognitive science, mathematics, and several interdisciplinary fields. NLP essentially bridges the gap between human language and computational systems, making it an essential component of many modern applications, such as voice assistants, automated customer support, and multilingual translation tools.
External Links
- [NaturalLanguageProcessing.com] Natural Language Processing - all about NLP | Consultancy In AI And Machine Learning
- [CognitiveAI.org] Peter Jansen – natural language processing, cognitive artificial intelligence, and open source sensing
- [kumo.ai] AI Platform - Improve my ML Model Performance, Predictive Graph Based Machine Learning For Marketing, Personalization, Platform, Pipelines, Fashion Retailers, B2C Ecommerce, Natural Language Processing, PYG MLOPS - Kumo
- [winlp.org] Widening Natural Language Processing – Promoting diversity in NLP
- [spacy.io] spaCy Industrial-strength Natural Language Processing in Python
- [Outthought.co] outThought – Conversational Commerce | Natural Language Processing | AI