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Word2vec is a natural language processing technique that learns vector representations of words based on their contexts in a large corpus. It uses two model architectures: Continuous Bag-Of-Words and continuous skip-gram, and has applications in semantic similarity, text generation, and machine translation.
GitHub Copilot is a code completion and automatic programming tool developed by GitHub and OpenAI that assists users of various IDEs by autocompleting code. It uses a deep-learning model trained on public source code and natural language queries, and has faced licensing, privacy, and security controversies.
A list of various tools and extensions for editing Wikipedia and other MediaWiki projects, such as Firefox addons, in-browser editors, offline applications, and semi-auto bots. Learn how to use them for different purposes, such as formatting, citation, copyvio detection, and more.
Generative AI systems trained on words or word tokens include GPT-3, GPT-4, GPT-4o, LaMDA, LLaMA, BLOOM, Gemini and others (see List of large language models). They are capable of natural language processing , machine translation , and natural language generation and can be used as foundation models for other tasks. [ 47 ]
Retrieval-augmented generation (RAG) is a process that modifies interactions with a large language model (LLM) to use external documents as reference. Learn about the stages, methods, and challenges of RAG for various use cases and data types.
Transformer is a neural network that uses multi-head attention to process sequences of tokens, such as words or characters. It was introduced in 2017 as an improvement over recurrent neural networks for machine translation, and has since been applied to various tasks in natural language processing, computer vision, and more.
Artificial intelligence (AI) is intelligence exhibited by machines, particularly computer systems. It is a field of research that develops and studies methods and software that enable machines to perceive, learn, and act in their environment.
Google Docs is a web-based application and mobile app that allows users to create and edit documents online while collaborating with others. It supports various formats, features, and languages, and offers tools such as revision history, explore, and action items.
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