nanguoshun

LSR

Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"

StatNLP-Framework

C++ based implementation of StatNLP framework

IVG

PyTorch implementation of our IVG-DCL model in CVPR 2021 Paper "Interventional Video Grounding with Dual Contrastive Learning".

English_EveryDay

study oral english

HMM

A C++ implementation of Hidden Markov Model

LinearCRF

DL-NLP-Readings

My Reading Lists of Deep Learning and Natural Language Processing

pcfg-cky

pcfg-cky

awesome-causal-vision

A curated list of research papers in exploring causality in vision. Link to the code if available is also present.

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

cliontest

crf

A conditional random field implementation in C++

dynet

DyNet: The Dynamic Neural Network Toolkit

EventExtractionPapers

A list of NLP resources focused on event extraction task

Firefly

Firefly(流萤): 中文对话式大语言模型(全量微调+QLoRA)，支持微调Llma2、Llama、Baichuan、InternLM、Ziya、Bloom等大模型

gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

lstm-parser

Transition-based dependency parser based on stack LSTMs

marian

Fast Neural Machine Translation in C++

NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

papers

:paperclip: Summaries of papers on deep learning

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_graph-rel

A PyTorch implementation of GraphRel

rnng

Recurrent neural network grammars

unsupervised-treelstm