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cbam

CBAM: Convolutional Block Attention Module for CIFAR10 on ResNet backbone with Pytorch

crosslingualcontextualemb

Cross-Lingual Alignment of Contextual Word Embeddings

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep_rl

deepspeed-chat-extension

This repository contains some extensions of deepspeed-chat for fine-tuning LLMs (SFT+RLHF).

drl4dg

Deep Reinforcement Learning for Dialogue Generation using SEQ2SEQ model

fairseq

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

fairseq_extension

fda

Feature Decay Algorithms

frequent_code

Here are some code to use frequetly.

glmp

PyTorch code for ICLR 2019 paper: Global-to-local Memory Pointer Networks for Task-Oriented Dialogue https://arxiv.org/pdf/1901.04713

hardware-aware-transformers

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

ipgw

东北大学校园网关客户端

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

mask-align

Code for our paper "Mask-Align: Self-Supervised Neural Word Alignment" in ACL 2021

mlqe

We release a dataset based on Wikipedia sentences and the corresponding translations in 6 different languages along with the scores (scale 1 to 100) generated though human evaluations that represent the quality of the translations.Paper Title Unsupervised Quality Estimation for Neural Machine Translation

mtcourse

The repository is created to manage the codes for machine translation course.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

opennmt-py

Open Source Neural Machine Translation in PyTorch

pytorch-beam-search-decoding

PyTorch implementation of beam search decoding for seq2seq models

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

qe-eval-scripts

Scripts to process & score QE predictions into WMT format.

rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

reinforce-joey

This is a fork of the awesome Joey-NMT with Reinforcement Learning algorithms like Policy Gradient, MRT and Advantage Actor Critic.

reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

relation-classification-via-convolutional-deep-neural-network

implementation of Relation Classification via Convolutional Deep Neural Network

rl_transformer

Reinforcement learning for machine translation use FairSeq toolkit.

rouge

A full Python Implementation of the ROUGE Metric (not a wrapper)

sacrebleu

Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons

selective_distillation