Top 97 relation-extraction open source projects

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

A neural architecture for relation extraction task implemented in Tensorflow.

Combining Distant and Direct Supervision for Neural Relation Extraction

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

Pretrained Span and span Pair Encoder, code for "Pre-training Entity Relation Encoder with Intra-span and Inter-spanInformation.", EMNLP2020. It is based on our NERE toolkit (https://github.com/Receiling/NERE).

A Causal Relation Schema for Text

Unsupervised domain adaptation method for relation extraction

OpenNRE for Chinese open relation extraction task in pytorch

Source code and dataset for the CCKS201 paper "On Robustness and Bias Analysis of BERT-based Relation Extraction"

Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).

Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".

Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.

NLP: Relation extraction with position-aware self-attention transformer

Source code and dataset of EMNLP2017 paper "Incorporating Relation Paths in Neural Relation Extraction".

Named Entity Recognition & Relation Extraction 实体命名识别与关系分类

[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

Vancouver Event and Relation System for Extraction

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

A programmable relation extraction tool

Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统

Relation Classification - SEMEVAL 2010 task 8 dataset

Max-Margin Markov Graph Models for WordNet (EMNLP 2018)

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

Bi-directional LSTM model for relation extraction

Hierarchical Neural Relation Extraction

A Framework for Textual Entailment based Zero Shot text classification

Dialogue-Based Relation Extraction

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

Pytorch re-implementation of R-BERT model

No description or website provided.

Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)

Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.

PyTorch code for SpERT: Span-based Entity and Relation Transformer

The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

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