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)

Python Django app for the keyphrase text extration

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

GUI for the great keybert repository.

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)

LMRank: Utilizing Pre-Trained Language Models and Dependency Parsing for Keyphrase Extraction

Based on pke Python Keyphrase Extraction module (boudinfl/pke), Korean Language support is added

Implementation of Keylug in Python 2.7. Associated with conference publication.

Keyphrase extraction algorithm (kleis) for PCU project

Final Year Project