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awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

dpr icon dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

electra icon electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

freelb icon freelb

Adversarial Training for Natural Language Understanding

gct634-2020 icon gct634-2020

Code repository for GCT634/AI613 Musical Applications of Machine Learning (Fall 2020)

h2_alsh icon h2_alsh

Memory-based Maximum Inner Product Search

jat2022 icon jat2022

The GitHub repository for the paper "JAT" accepted by NeurIPS 2022.

lama icon lama

LAnguage Model Analysis

language icon language

Shared repository for open-sourced projects from the Google AI Language team.

linformer-pytorch icon linformer-pytorch

My take on a practical implementation of Linformer for Pytorch. https://arxiv.org/pdf/2006.04768.pdf

mrc_tf icon mrc_tf

Machine Reading Comprehension (MRC)

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

prop icon prop

PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval

proqa icon proqa

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

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