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

中文实体关系抽取，pytorch，bilstm+attention

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

An open relation extraction system

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

A Causal Relation Schema for Text

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

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

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

A neural architecture for relation extraction task implemented in Tensorflow.

Neural Relation Extraction in Pytorch

基于Pytorch和torchtext的自然语言处理深度学习框架。

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

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

A Large-Scale Few-Shot Relation Extraction Dataset

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

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

Tensorflow Implementation of Recurrent Convolutional Neural Network for 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).

Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)

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

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

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。

Adversarial Training for Neural Relation Extraction

OpenNRE for Chinese open relation extraction task in pytorch

Zero-shot Transfer Learning from English to Arabic

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

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

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

研读顶会论文，复现论文相关代码

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。

基于深度学习的开源中文关系抽取框架

Relation Extraction using Deep learning(CNN)

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

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

Distantly Supervised Relation Extraction

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

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

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

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

Relation Extraction 中文关系提取

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

Federated Knowledge Extraction Framework

LanguageCrunch NLP server docker image

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

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。

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

Combining Distant and Direct Supervision for Neural Relation Extraction

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"

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).

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

Unsupervised domain adaptation method for relation extraction

A collection of research on knowledge graphs

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

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

Must-read papers on neural relation extraction (NRE)

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

基于深度学习的自然语言处理库

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.

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

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