lv184614886 Goto Github PK

aggcn

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

attention-rank-collapse

[ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

casrel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

conmask

ConMask model described in paper Open-world Knowledge Graph Completion.

cs4te_master

curriculum_learning

Code implementing the experiments described in the paper "On The Power of Curriculum Learning in Training Deep Networks" by Hacohen & Weinshall (ICML 2019)

dev-sidecar

开发者边车，github打不开，github加速，git clone加速，git release下载加速，stackoverflow加速

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

docred

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

dsner

Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning

gain

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

gp-gnn

Code and dataset of ACL2019 Paper: Graph Neural Networks with Generated Parameters for Relation Extraction.

hotel-management-system

WinForm+SQLServer酒店管理系统

hrl-re

Joint Relation Extraction with Hierarchical Reinforcement Learning

knowledge-guided-open-attribute-value-extraction-with-reinforcement-learning

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

mega

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

mkgformer

Code for the SIGIR 2022 paper "Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion."

multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

nary-grn

Code regarding to our paper "N-ary Relation Extraction using Graph State LSTM"

onerel

The source code of the paper "OneRel: Joint Entity and Relation Extraction with One Module in One Step"

onerel_chinese

OneRel在中文关系抽取中的使用

paper-reading

深度学习经典、新论文逐段精读

pcnn-nmar

NAACL 2019 "Structured Minimally Supervised Learning for Neural Relation Extraction"

practice

pytorch_graph-rel

A PyTorch implementation of GraphRel

racasrel

reinforcement-learning-distant-supervision-re

Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning