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e. Word2vec is a technique in natural language processing (NLP) for obtaining vector representations of words. These vectors capture information about the meaning of the word based on the surrounding words. The word2vec algorithm estimates these representations by modeling text in a large corpus. Once trained, such a model can detect synonymous ...
Quoc V. Le. Lê Viết Quốc (born 1982), [1] or in romanized form Quoc Viet Le, is a Vietnamese-American computer scientist and a machine learning pioneer at Google Brain, which he established with others from Google. He co-invented the doc2vec [2] and seq2seq [3] models in natural language processing. Le also initiated and lead the AutoML ...
Website. radimrehurek.com /gensim /. Gensim is an open-source library for unsupervised topic modeling, document indexing, retrieval by similarity, and other natural language processing functionalities, using modern statistical machine learning. Gensim is implemented in Python and Cython for performance. Gensim is designed to handle large text ...
t. e. Eclipse Deeplearning4j is a programming library written in Java for the Java virtual machine (JVM). [2][3] It is a framework with wide support for deep learning algorithms. [4] Deeplearning4j includes implementations of the restricted Boltzmann machine, deep belief net, deep autoencoder, stacked denoising autoencoder and recursive neural ...
Diagram of the feature learning paradigm in ML for application to downstream tasks, which can be applied to either raw data such as images or text, or to an initial set of features of the data. Feature learning is intended to result in faster training or better performance in task-specific settings than if the data was input directly (compare ...
Entity linking. In natural language processing, Entity Linking, also referred to as named-entity disambiguation (NED), named-entity recognition and disambiguation (NERD) or named-entity normalization (NEN) [1] is the task of assigning a unique identity to entities (such as famous individuals, locations, or companies) mentioned in text.
Robert A. Heinlein. Starship Troopers is a science-fiction action film released on November 7, 1997. Directed by Paul Verhoeven and written by Edward Neumeier, it is based on the 1959 novel Starship Troopers by Robert A. Heinlein (pictured). The story follows teenager Johnny Rico and his comrades as they serve in a 23rd-century interstellar war ...
Digital object identifier. A digital object identifier (DOI) is a persistent identifier or handle used to uniquely identify various objects, standardized by the International Organization for Standardization (ISO). [2] DOIs are an implementation of the Handle System; [3][4] they also fit within the URI system (Uniform Resource Identifier).