96 Open source projects that are alternatives of or similar to PathNRE

Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)

Adversarial Training for Neural Relation Extraction

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

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

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

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

Bi-directional LSTM model for relation extraction

AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"

A PyTorch implementation of GraphRel

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

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

No description or website provided.

基于深度学习的自然语言处理库

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

2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系抽取，Joint Relation Extraction.

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

论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》

A programmable relation extraction tool

Chinese Open Information Extraction (Tree-based Triple Relation Extraction Module)

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations

A Framework for Textual Entailment based Zero Shot text classification

An open relation extraction system

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

code of Relation Classification via Multi-Level Attention CNNs

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"

Pytorch re-implementation of R-BERT model

Joint Neural Relation Extraction with Text and KGs

Relation Classification - SEMEVAL 2010 task 8 dataset

Federated Knowledge Extraction Framework

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

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

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.

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

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

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

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

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

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)

Full abstract relation extraction from biological texts with bi-affine relation attention networks

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

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

Hierarchical Neural Relation Extraction

Relation Extraction using Deep learning(CNN)

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

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

Relation Extraction 中文关系提取

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

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

Dialogue-Based Relation Extraction

这是一款基于web的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持文本的迭代标注和实体的嵌套标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验和调整，提高了标注语料的准确率和可靠性。

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

Vancouver Event and Relation System for Extraction

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

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

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow