Advanced file format fuzzer based-on deep neural language models.

Generating text sequences using attention-based Bi-LSTM

Implementation of "A Neural Probabilistic Language Model" by Yoshua Bengio et al. - Tensorflow

Improving Language Model Performance through Smart Vocabularies

Materials for the MSc Thesis "Interpreting Neural Language Models for Linguistic Complexity Assessment" and related works.

Implementation of a simple neural language model (multi-layer perceptron) from scratch for next word prediction

Generating High-Quality Query Suggestion Candidates for Task-Based Search - ECIR'18

Deep learning models in Python

Language Modeling using Recurrent Neural Networks implemented over Tensorflow 2.0 (Keras) (GRU, LSTM)

Creating a Neural Language Model using LSTMs and calculating perplexity score of the model.

Pytorch implementation of a simple GRU word-level language model trained on Donald Trump's tweets.

Pytorch based Neural Network Language Modeling (NNLM) Toolkit for easier and faster NNLM research and development. Result of my Master's Thesis work.

N-gram and neural word-level language models