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Natural language processing ( NLP) is an interdisciplinary subfield of computer science and information retrieval. It is primarily concerned with giving computers the ability to support and manipulate human language. It involves processing natural language datasets, such as text corpora or speech corpora, using either rule-based or ...
Christopher D. Manning. Christopher David Manning (born September 18, 1965) is a computer scientist and applied linguist whose research in the areas of natural language processing, artificial intelligence and machine learning is considered highly influential. He is the current Director of the Stanford Artificial Intelligence Laboratory (SAIL).
Beth Levin (/ l ə ˈ v iː n / lə-VEEN; born 1955) is an American linguist who is currently the William H. Bonsall Professor in the Humanities at Stanford University. Her research investigates the lexical semantics of verbs, particularly the representation of events and the kind of morphosyntactic devices that English and other languages use to express events and their participants.
Diyi Yang is a Chinese computer scientist and assistant professor of computer science at Stanford University.Her research combines linguistics and social sciences with machine learning to build more socially-aware language technologies, including user-centered text generation, and NLP for limited data settings like dialectal variation and low-resourced languages.
Doctoral advisor. Fei-Fei Li. Website. karpathy .ai. Andrej Karpathy (born 23 October 1986 [2]) is a Slovak-Canadian computer scientist who served as the director of artificial intelligence and Autopilot Vision at Tesla. He co-founded and formerly worked at OpenAI, [3] [4] [5] where he specialized in deep learning and computer vision.
Natural-language understanding. Natural-language understanding ( NLU) or natural-language interpretation ( NLI) [1] is a subset of natural-language processing in artificial intelligence that deals with machine reading comprehension. Natural-language understanding is considered an AI-hard problem. [2]
Universal Dependencies, frequently abbreviated as UD, is an international cooperative project to create treebanks of the world's languages. [1] These treebanks are openly accessible and available. Core applications are automated text processing in the field of natural language processing (NLP) and research into natural language syntax and ...
A foundation model is a machine learning or deep learning model that is trained on broad data such that it can be applied across a wide range of use cases. [1] Foundation models have transformed artificial intelligence (AI), powering prominent generative AI applications like ChatGPT. [1] The Stanford Institute for Human-Centered Artificial ...
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