Code-Switched Data generation based on Part-of-speech and Language Modeling of the generated text.

Language analyzer

Kaggle Kore 2022 - An autoregressive modeling approach to imitation learning

🐛 Verified smart contract dataset with vulnerability labeling

Python program to train three n-gram language models and evaluate them on a test corpora

Learned knowledge and techniques in Deep Learning and also related tools: Python, Pytorch, Jupyter Notebook, RNN, CNN, Reinforcement Learning, LSTM, BERT, Language Modeling

Language modeling using several deep models.

text and nlp implementations

Implementation of Transformer-XL in Tensorflow 2.0.

Repo containing only my code for Honours 2020 project at UCT on Low Resource language Modelling for African Languages with RNN/LSTM models

Simulations of language evolution and phylogenetic/feature dynamics, as described in: "Kapur, Rhea and Phillip Rogers. 2020. Modeling language evolution and feature dynamics in a realistic geographic environment. 28th International Conference on Computational Linguistics (COLING 2020), Barcelona, Spain."

An esoteric programming language based on Turing Machines

Discussions and Python3/TensorFlow implementations of several standard research papers related to the field

Recurrent Neural Networks from stratch

Reference implementation of the paper "Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes" - CoNLL 2019

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This repository is made for T5 model where user can train their model on any T5 model version.

Tool for extracting part of speech n-grams (POS-grams) together with their context (preceding/following POS or sentence onset/ending).)