Popular GitHub Repositories for Stanza

? Use the latest Stanza (StanfordNLP) research models directly in spaCy

Novoic's linguistic feature extraction library

An easy-to-use library to linguistically compare one sentence and its words to another, in the same language or a different one. For instance useful for comparing a translation with the original text, to find differences and similarities between two different translations, or to see how a machine translation differs from a reference translation.

PipelineIE is a project that contains a pipeline for information extraction (currently triple) from free text and domain specific text (eg. biomedical domain) and also supports custom models making it flexible to support other domains. It takes care of coreference resolution and entity resolution by also allowing to test with different tools.

NLP Preprocessing Pipeline Wrappers

NLP basic and advance text preprocessing concepts and techniques

Converting training data set built by lang-uk community to the format supported by Stanza NLP library

Collection of bio-medical and clinical ner models in spacy, stanza, flair with some utility files

This project aims to implement the charCNN word embedding method that is leveraged in ELMo and characterBERT.

The aim of the project is to extract from Natural Language relevant semantic informations. The input text is divided into triples (Subject - Relation - Object). WordNet here is used to get the meaning of relation and DBpedia is used to extract information from subject and object.

This repository contains code for Urdu Text preprocessing natural language data for use in NLP applications.

The implementation of HDSKG using BERT model

? Advanced NLP with Spacy Course

This project aims to implement the Multi-task-Stacked-Bi-LSTMs applied in detecting the span of the counterfactual statement using ELMo Word Embedding and POS tags.

This project aims to implement the LSTM and Bidirectional LSTM for span detection from given text.

An NLP approach to extract useful data from medical case studies