Natural Language Processing
Natural Language Processing, or NLP, is a facet of Robotics concerned with the interaction between machines and human language. It involves teaching computers to understand, interpret, generate, and make sense of human language in a valuable way. NLP draws from many areas such as artificial intelligence algorithms, computational linguistics, machine learning, and deep learning. Using these tools, NLP enables robots to comprehend spoken or written language, translate languages, respond to text or voice commands, summarize texts concisely, determine the sentiment of a piece of text, and extract important information from unstructured data. This makes it possible for machines to communicate with humans more naturally, enhancing their utility in various applications like virtual assistance, customer service, and data analysis. NLP also plays a crucial role in enabling robots to understand human intentions and adapt their behavior accordingly, thereby advancing the field of cognitive robotics.
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