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This repository contains the group projects undertaken during the course "Text Engineering and Analytics" taught by Prof. Ion Androutsopoulos in the context of Msc. in Data Science at Athens University of Economics and Business.
Updated
Mar 28, 2018
Jupyter Notebook
Slides, exercises, and exams for my course "Natural Language Processing" (École Pour l'Informatique et les Techniques Avancées, 2024)
Updated
May 30, 2024
Jupyter Notebook
Updated
Apr 13, 2018
Python
Implemented a collection of Ngram language models on brown corpus from scratch
Updated
Oct 23, 2023
Jupyter Notebook
A sorting strategy for code completion in Pharo IDE (https://pharo.org/ ) based on the bigram language model (n-gram model with n=2)
Updated
Jun 27, 2020
HTML
This software is an implementation of Author's stylometric change detection algorithm. It can be used in text forensics.
Assignments are done as part of Natural Language Processing (CSE 556), Monsoon 2021 at IIIT-D (monsoon, 2021).
Updated
Dec 21, 2021
Jupyter Notebook
Dynamic n-gram counter on large text corpus (including next and previous)
Updated
May 20, 2022
Java
Prediction using a Ngram language model the probability that a given text is the work of a certain author. Also generates a text similar to the work of a given author
Updated
Jun 28, 2018
Python
Academic project centered around n-grams and their application in developing a spelling corrector with contextual awareness.
Updated
Oct 30, 2023
Jupyter Notebook
Fit an n-gram Markov-Model to WhatsApp chat history
Updated
Dec 12, 2023
Python
A set of utilities for training language models from scratch on custom text corpus (N-gram based models or neural models alike)
Updated
Dec 28, 2021
Python
java n-gram cross-entropy (naturalness) calculation on the line level of granularity.
This stores the CS2731 course projects in the Natural Language Processing class.
Updated
Nov 26, 2020
Java
Language Detection using N-Grams
Updated
Apr 4, 2020
Python
Ngrams with basic smoothing.
Updated
May 16, 2024
TypeScript
This is a small program that takes two lists, zips them, and translates a file after making the translation dictionary.
Updated
May 8, 2018
Python
Generating text from Grimms' Fairy Tales using N-gram language model.
Updated
Sep 14, 2020
Jupyter Notebook
Updated
Jan 31, 2024
Python
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