Discover Hyperparticle/LemmaTag Open Source project

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Rank 766,985 (Top 16 %)
Language
Python
License
MIT License
Created over 6 years ago
Updated over 5 years ago

Hyperparticle

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A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)

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A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

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A simple NN model capable of training on and predicting lemmas for each word in a sentence, based on PyTorch and AllenNLP

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A simple yet intuitive tag-based query language

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Personal code written for the Language Communication Technologies Erasmus Mundus program (Charles University, Saarland University)

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Demonstrates and evaluates an Integrity Coded Database (ICDB) implementation

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Hyperparticle/LemmaTag

Hyperparticle

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