helboukkouri

character-bert

Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"

character-bert-pretraining

Code for pre-training CharacterBERT models (as well as BERT models).

awesome-nlp-papers

A collection/reading-list of awesome Natural Language Processing papers sorted by date.

embedding-visualization

This is a project for visualizing word embeddings based on the work of Andrei Kashcha (@anvaka).

allennlp_models

A repository of simple NLP examples using the AllenNLP framework.

acl_srw_2019

This is the code for reproducing the experiments from "Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition" (El Boukkouri et al.)

mesh-embeddings

Code & pre-trained representations for the Medical Subject Headings (MeSH) thesaurus using node2vec.

recital_2020

Code for downloading and fine-tuning BERT models from the (French) RECITAL paper "Re-train or train from scratch ? Pre-training strategies for BERT in the medical domain".

phd-code

This repository compiles the code that was produced during my PhD.

character-bert-finetuning

Code for fine-tuning CharacterBERT models (as well as BERT models) on various medical evaluation tasks.

allennlp

An open-source NLP research library, built on PyTorch.

allennlp-models

Officially supported AllenNLP models

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

BioWordVec

bitsandbytes

8-bit CUDA functions for PyTorch

DeepLearningExamples

Deep Learning Examples

embedding-visualization-data

fastText

Library for fast text representation and classification.

helboukkouri

helboukkouri.github.io

phd_thesis

python-stop-words

Get list of common stop words in various languages in Python

school_projects

Various projects while at ENSAE ParisTech.

text

Data loaders and abstractions for text and NLP

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.