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Timeline of natural language processing models. In 1990, the Elman network, using a recurrent neural network, encoded each word in a training set as a vector, called a word embedding, and the whole vocabulary as a vector database, allowing it to perform such tasks as sequence-predictions that are beyond the power of a simple multilayer perceptron.
Natural language processing (NLP) is an interdisciplinary subfield of computer science and artificial intelligence.It is primarily concerned with providing computers with the ability to process data encoded in natural language and is thus closely related to information retrieval, knowledge representation and computational linguistics, a subfield of linguistics.
The Long Short-Term Memory (LSTM) cell can process data sequentially and keep its hidden state through time. Long short-term memory (LSTM) [1] is a type of recurrent neural network (RNN) aimed at dealing with the vanishing gradient problem [2] present in traditional RNNs. Its relative insensitivity to gap length is its advantage over other RNNs ...
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South Early College High School ( SECHS ), formerly Empowerment South Early College High School and Empowerment College Preparatory High School, is a college-preparatory high school in Houston, Texas, US. [ 4] It is a part of the Houston Independent School District. It was previously located on the campus of Albert Thomas Middle School [ 5] and ...
e. Neuro-linguistic programming (NLP) is a pseudoscientific approach to communication, personal development and psychotherapy, that first appeared in Richard Bandler and John Grinder 's 1975 book The Structure of Magic I. NLP asserts that there is a connection between neurological processes, language and acquired behavioral patterns, and that ...
YOB is widely known for the contributions to Project 540, a national student engagement program for 100,000 students in more than 100 high schools across the country. With funding from several sources, including W.K. Kellogg Foundation , Boston Public Schools , and others, Youth on Board has published numerous important materials.