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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attentionxml

Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"

autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

contrastive-htc

This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification" in ACL 2022.

deep_learning_codes

A repository used to exercise deep learning codes

dsare

end-to-end-learning-for-self-driving-cars

End-to-End learning to train a simulated car keep on the track without crash

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

first_page

hiagm

Hierarchy-Aware Global Model for Hierarchical Text Classification

hier-class

Hierarchical Neural Attention-based Classification

hierarchical-multi-label-text-classification

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

hiercon

k-htc

linearstyletransfer

This is the Pytorch implementation of "Learning Linear Transformations for Fast Image and Video Style Transfer" (CVPR 2019).

liuyeah.github.io

mpqg

Code corresponding to our paper "Leveraging Context Information for Natural Question Generation"

neural-question-generation

pytorch implmentation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

new_test

nqg

neural question generation for reading comprehension

opennmt-py

Open Source Neural Machine Translation in PyTorch

pyrouge

An interface to and, in time, a Python reimplementation of the ROUGE package for evaluating summarization

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

sca

Soft Contextual Data Augmentation

techpat

test

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformer-en-zh

translate from English to Chinese user transformer model