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adaptive-span

Adaptive Attention Span in Transformers

adversarial-attacks-pytorch

A pytorch implementations of Adversarial attacks and utils

alae

[CVPR2020] Adversarial Latent Autoencoders

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

allennlp

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

anli

Adversarial Natural Language Inference Benchmark

apex

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

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

awesome-nas

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

ban-vqa

Bilinear attention networks for visual question answering

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

biobert

BioBERT: a pre-trained biomedical language representation model

captum

Model interpretability and understanding for PyTorch

clip

Contrastive Language-Image Pretraining

code_contests

contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations", to appear at NAACL 2019.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convnext

Code release for ConvNeXt model

covid-19-tweetids

The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.

cyclical_annealing

dask

Parallel computing with task scheduling

deberta

The implementation of DeBERTa

declutr

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

deeplearning-nlp

Introduction to Deep Learning for Natural Language Processing

deeplearningexamples

Deep Learning Examples

deeprl

Highly modularized implementation of popular deep RL algorithms in PyTorch