96 Open source projects that are alternatives of or similar to Chinese Relation Extraction

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

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

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).

OpenNRE for Chinese open relation extraction task in pytorch

Dialogue-Based Relation Extraction

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

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

基于Pytorch和torchtext的自然语言处理深度学习框架。

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

PyTorch implementation of the position-aware attention model for relation extraction

A Causal Relation Schema for Text

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

中文实体关系抽取，pytorch，bilstm+attention

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

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

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

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

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.

Neural Relation Extraction in Pytorch

Relation Classification - SEMEVAL 2010 task 8 dataset

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

Hierarchical Neural Relation Extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Pytorch re-implementation of R-BERT model

A neural architecture for relation extraction task implemented in Tensorflow.

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).

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

A curated list of awesome knowledge graph tutorials, projects and communities.

Unsupervised domain adaptation method for relation extraction

Must-read papers on neural relation extraction (NRE)

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

Distantly Supervised Relation Extraction

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

REx: Relation Extraction. Modernized re-write of the code in the master's thesis: "Relation Extraction using Distant Supervision, SVMs, and Probabalistic First-Order Logic"

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

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

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

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

Vancouver Event and Relation System for Extraction

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

A programmable relation extraction tool

Semantic annotator: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

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

An Open-Source Package for Neural Relation Extraction (NRE)

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

研读顶会论文，复现论文相关代码

Bi-directional LSTM model for relation extraction

LanguageCrunch NLP server docker image

A Framework for Textual Entailment based Zero Shot text classification

A collection of research on knowledge graphs

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

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。

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基于深度学习的开源中文关系抽取框架

Combining Distant and Direct Supervision for Neural Relation Extraction

An open relation extraction system

End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)

Zero-shot Transfer Learning from English to Arabic

A Large-Scale Few-Shot Relation Extraction Dataset

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。