Hyusheng

Active-NER

Bayesian Deep Active Learning for Named entity recognition (NER)

APL

booksum

CodRED

Doc2EDAG

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

DocuNet

Source code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

dont-stop-pretraining

Code associated with the Don't Stop Pretraining ACL 2020 paper

ETADS

eveliver

Some pytorch utilities for NLP

GAIN

Source code for EMNLP 2020 paper: Double Graph Based Reasoning for Document-level Relation Extraction

GNN_Review

GNN综述阅读报告

Graph_Transformer_Networks

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

HiCE

Pytorch Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"

I2SRM

jAutoVenue

SJTU venue auto ordering scripts

LACE

The official implementation of the paper "Document-Level Relation Extraction with Relation Correlation Enhancement" (ICONIP 2023)

LSAN

Label-Specific Document Representation for Multi-Label Text Classification

LSR

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

Mega

Code for ACM MM 2021 Paper "Multimodal Relation Extraction with Efficient Graph Alignment".

ML-GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

ML_Decoder

Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)

NCRL

Implementation of None Class Ranking Loss for Document-Level Relation Extraction

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pygcn

Graph Convolutional Networks in PyTorch

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

SimBiber

summarization-sing-pair-mix

Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"

UFG