Zein Shaheen's repositories
Legal-Docs-Large-MLTC
Multi Label Text Classification for Legal documents. Work on mono-lingual and multilingual parallel data
lenta_short_sentences
Dataset extracted by analyzing and processing Lenta news dataset for Russian Language, to be used in my research for text generation
deeplearning
Tasks implemented by me in deep learning- exercises, architectures ..
awesome-text-generation
A curated list of recent models of text generation and application
chatterbot-corpus
A multilingual dialog corpus
experementaldataprocessing
Methods of experimental data processing
Sentence-VAE
PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
seqGAN-LentaShortSentences
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
course-v3
The 3rd edition of course.fast.ai
Deep-Learning-Experiments
Notes and experiments to understand deep learning concepts
hammingpython
Implementation for hamming code in python
hybrid_textvae
TensorFlow implementation of "A Hybrid Convolutional Variational Autoencoder for Text Generation"
Keras-Generating-Sentences-from-a-Continuous-Space
Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349
LeakGAN
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
LegalCrawler
LegalCrawler: A tool for automated scraping of English legal corpora
ml-regression
Used to collect exercises about linear regression and models from tutorials for archiving issues and to find out information faster when needed
parallelcomputing2015
Practical part of parallel computing course 2015 - Tishreen University
sentiment_analysis_fine_grain
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
textgenrnn
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
textvae
Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
variational-text-tensorflow
TensorFlow implementation of Neural Variational Inference for Text Processing
zero-shot-NER
Repository for paper ZERO-SHOT LEGAL NAMED ENTITIES RECOGNITION FOR RUSSIAN LANGUAGE