AI and Natural Language Processing
1 like196 views
The document discusses the history and domains of artificial intelligence and natural language processing. It notes that AI has evolved from early work in philosophy, logic and psychology in the 1940s to current areas like deep learning, computer vision, machine learning, robotics, planning and search, and natural language processing. For NLP, it describes techniques like part-of-speech tagging, rule-based and statistical approaches, and applications in chatbots and augmentative intelligence.
AI and Natural Language Processing
- 3. Pushing the limits of technology
- 4. AI and NLP Natural Language Processing and AI
- 7. Natural Language Expert Systems Agent Systems Deep Learning 2000s1980s 1940s 1990s
- 11. 1. Evolutionary Computation 2. Deep Learning 3. Computer Vision 4. Machine Learning 5. Robotics 6. Planning and Search 7. Natural Language Processing
- 12. Evolutionary Computation Biomimicry in technology
- 14. Evolutionary Computation Biomimicry in technology
- 15. Computer Vision Optics as a sensory input
- 17. Machine Learning Hypeword of 2017
- 18. Robotics Mechanical mimicry of intelligence
- 20. Planning and Search Grandfather tech of AI, but probably very underrated
- 24. Deep Learning Emulation of neurons through software
- 25. Use of game engines to simulate learning environments Whoever said that games are bad for you is totally wrong now. Deep Learning Emulation of neurons through software
- 26. Speech and Language Processing Linguistic and conversational intelligence
- 27. Language is a logical progression of ideas, expressions, and equations. Hi, do you guys carry 250g of the Panama coffee beans? Natural Language Processing Speech generation, language understanding and generation
- 28. Part-of-Speech Tagging Hi, do you guys carry 250g of the Panama coffee beans? Rule-based and stochastic understanding of language Hi do you Tagging of each symbol’s function as a noun, verb, determiner, pronoun, preposition, etc. guys carry Panama of the250g coffee beans
- 29. Part-of-Speech Tagging Hi do you Tagging of each symbol’s function as a noun, verb, determiner, pronoun, preposition, etc. guys carry Panama of the250g coffee beans Conversion of natural language to First-Order Logic Programming rules and functions to respond to certain permutations and combinations of parts-of-speech
- 30. Hi, do you guys carry 250g of the Panama coffee beans? Statistical NLP Bags of words and Word2Vec Language is an expression of ideas bound by arbitrary rules and systems.
- 31. Hi, do you guys carry 250g of the Panama coffee beans? carry stock have contain sell Statistical NLP Context identification Word-choice and positioning are arbitrary by nature Language is an abstraction of the same intention and context Hi, meron ba kayong 250g nung Panama coffee beans?
- 32. Algorithms are fed petabytes of data to learn the statistics of language, similar to how a human would learn language
- 33. Enterprise NLP Chatbots and Augmentative Intelligence
- 34. Thank You