erickrf/nlpnet
A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.
This tool helps researchers and analysts automatically break down sentences into their core components. You feed it raw text, and it identifies parts-of-speech (like nouns, verbs), semantic roles (who did what to whom), and grammatical dependencies between words. It's designed for linguists, computational social scientists, or anyone needing to extract structured insights from unstructured text, especially in Portuguese or English.
408 stars. No commits in the last 6 months.
Use this if you need to programmatically understand the grammatical structure and meaning of sentences in text data for linguistic analysis or information extraction.
Not ideal if you're looking for a simple keyword extractor or sentiment analysis tool, or if your primary language of interest is not Portuguese or English.
Stars
408
Forks
104
Language
Python
License
MIT
Category
Last pushed
Nov 19, 2021
Commits (30d)
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