This Github repository is generated for our work on UBIS: Unigram Bigram Importance Score for feature extraction and selection using graph of words which is under review in Expert Systems with Applications. It is interesting to note that the importance of uni-grams and bi-grams may contribute more efficiently in determining the feature space vec…

Noun Phrase Extraction of text (Key Phrase Extraction)

Keyphrase Prediction (KP) with advanced Pre-trained Language Models (PLM-KP) for efficient Keyphrase Extraction (KPE) and Generation (KPG) tasks in NLP.

Python Django app for the keyphrase text extration

a system that helps the process of retrieving important information from a scientific publication in the form of keywords in Indonesian using the Yake Method

KEA wrapper of the ACCURAT toolkit

Scientific Entity Extraction of Model names using Distantly Supervised training set, Graph Ranking and Domain specific sequence labeller.

Este projeto é um script python para consumo da API Microsoft Azure AI Text Analytics, facilitando a análise de texto com recursos como análise de sentimento, reconhecimento de entidades e mais.

A python implementation of the Rapid Automatic Keyword Extraction

Explore Geospacial Associations for improving Keyphrase Extraction in a multi-document setting

The AI backend server for the inPOINT project.

A Django web application that classifies, sorts, and extracts information from the input text to identify models, relationships, sentiments, and other actionable knowledge.

ChunkeyBert is a minimal and easy-to-use keyword extraction technique that leverages BERT embeddings for unsupervised keyphrase extraction from long text documents.

NLP (Natrual Language Processing) API via the pke (Python Keyphrase Extraction) engine.

Entity linking of different keyphrase-extraction datasets via TagMe

A Python package to generate document profiles and extract metadata from text in parallel using several Docker images and NLP tools/frameworks.

We save all the R&D we have done for Recommendation System and Neo4j

Trained Transformer neural network to identify keyphrases in text. These keyphrases are then assigned a corresponding definition from Wiktionary using semantic similarity prediction. GloTex features a Django webapp for ease of use. These glossaries assist academics and government analysts reading esoteric documentation.

Plateforme de Connaissances Unifiées (PCU) project (i.e Unified Knowledge Platform)

Keyphrase extraction sumarization service