hyusheng Goto Github PK

active-ner

Bayesian Deep Active Learning for Named entity recognition (NER)

apl

articlepairmatching

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

booksum

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

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

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

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

joint-extraction-of-entities-and-relations-based-on-a-novel-tagging-scheme

Joint Extraction of Entities and Relations Based on cnn+rnn

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