This repository contains project related to Natural Language Processing, along with practical implementation of concepts like python, machine learning, deep learning, lstm and others.

Markov Chain based solution for authorship attribution task at PAN 2015

Natural Language Processing @ HackerRank

Sentence chunking and parts of speech tagging for the sentences available in a .csv file

generate json or csv files with words organized by type

Text Data Preprocessing

NLP Explorer is an interactive Streamlit app that lets users explore various NLP techniques like Tokenization, POS Tagging, Stemming, Lemmatization, and NER. It provides real-time analysis of text, making it a great tool for learning and experimenting with NLP concepts.

Natural Language Processing

This repository aimed at extracting possible titles from the textual information passed in a textual textarea.

I use the "JAVA" Language in the development of this software and I use the "OPENNLP" library in it.

HMMs and modified Viterbi algorithm for Parts of Speech tagging

Script used to apply lemmas and POS tags to Arabic texts. Can be used to create TXM compatible files.

POSTagger is a GUI app for semi-automatic POS tagging.

Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting

The project uses a single a document as input(.txt) and a compresion ratio as input and generate a files that picks up significant sentences in that order from the document. It uses natural language processing stanford POS tagger and an algoritm that on the basis of similarity and distinctiveness calculates rank of each sentence and based on the…

Question answering system using java to access local & internet resource