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Christophe Servan's Projects

albert_pytorch icon albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

dblp-util icon dblp-util

Utils for interacting with the dblp computer science bibliography

fedbert icon fedbert

FedBERT : A federated approach that enables clients with limited computing resource to participate without violating data privacy.

guides icon guides

A collection of succinct guides - Public Domain

media_benchmark_intent_annotations icon media_benchmark_intent_annotations

MEDIA benchmark intent annotations. Please refers to "New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark" (LREC-2024) for details.

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

multi-class-text-classification-cnn icon multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

noisy-text icon noisy-text

Add noise to your text, can be used to improve synthetic training corpus for Neural Machine Translation

promptner icon promptner

Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.

script-tag-example icon script-tag-example

Component example with script tags for integration with other frameworks / existing applications

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

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