361 Open source projects that are alternatives of or similar to IE_Paper_Notes

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

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

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

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)

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

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。

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

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

💫 Industrial-strength Natural Language Processing (NLP) in Python

📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor

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).

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

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

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

Flexible and powerful platform for biomedical information extraction from text

ADEL is a robust and efficient entity linking framework that is adaptive to text genres and language, entity types for the classification task and referent knowledge base for the linking task.

Tool for slot extraction from text

A PyTorch implementation of GraphRel

Implementation of Nested Named Entity Recognition using Flair

Zero-shot Transfer Learning from English to Arabic

Distantly Supervised Relation Extraction

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

Implementation of Nested Named Entity Recognition using BERT

A curated list of NLP resources for Hungarian

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

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

simple rule based named entity recognition

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

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

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

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

Snips Python library to extract meaning from text

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

Federated Knowledge Extraction Framework

基于深度学习的自然语言处理库

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

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

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

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

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

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

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

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

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

A command-line utility for extracting names of people, places, and organizations from text on macOS.

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

Vancouver Event and Relation System for Extraction

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

Python module for Named Entity Recognition (NER) using natural language processing.

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.

Original implementation of QA4IE

Framework for information extraction from tables

Document Enrichment plugin for Elasticsearch

Label Noise Reduction in Entity Typing (KDD'16)

A neural named entity recognition and multi-type normalization tool for biomedical text mining

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

A programmable relation extraction tool

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)