802 Open source projects that are alternatives of or similar to Tacred Relation

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

Distantly Supervised Relation Extraction

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

A curated list of NLP resources for Hungarian

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 Nested Named Entity Recognition using BERT

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

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

LanguageCrunch NLP server docker image

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。

Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques 📈🤑

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

A PyTorch implementation of GraphRel

Geotext extracts country and city mentions from text

A Large-Scale Few-Shot Relation Extraction Dataset

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

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

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

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

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

A collection of research on knowledge graphs

An open relation extraction system

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

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

阿里天池首届中文NL2SQL挑战赛top6

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

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

MITIE: library and tools for information extraction

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

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

Entity linking framework

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"

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

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

基于深度学习的自然语言处理库

🏥 Medical Text Mining and Information Extraction with spaCy

Automatically extract chemical information from scientific documents

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

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。

Original implementation of QA4IE

This Script will help you to gather information about your victim or friend.

Implementation of Nested Named Entity Recognition using Flair

Graph-based and Transition-based dependency parsers based on BiLSTMs

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

simple rule based named entity recognition

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

Geographic Place, Date/time, and Pattern entity extraction toolkit along with text extraction from unstructured data and GIS outputters.

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

An open information extraction system that provides compact extractions

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

A Causal Relation Schema for Text

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

Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction

Unsupervised domain adaptation method 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 dataset of millions of news articles scraped from a curated list of data sources.

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Framework for information extraction from tables