Natural Language Processing

Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
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Natural Language Processing10
3 years agoPython
Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
Neuralphrasex543 years ago19December 24, 2019mitJavaScript
Mixed neural network / fuzzy similarity based phrase database matching. Uses universal sentence embeddings from Tensorflow combined with KNN and fuzzy similarity to perform slot filling based on a list of potential phrases. The approach allows for one shot learning and the efficiency will be determined by KNN (or other approximate nearest neighbor). The name "PhraseX" comes from "Regex", as it is a more flexible way of matching phrases than using regex and better suited for natural language.
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Python
Language
Natural Language Processing
Processing
Regular Expression
Similarity
Word2vec
Generative Model
Ner
Spacy
Pos Tagging