369 Open source projects that are alternatives of or similar to CogIE

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

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

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。

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)

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

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

A curated list of NLP resources for Hungarian

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

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

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

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

Flexible and powerful platform for biomedical information extraction from text

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

Implementation of Nested Named Entity Recognition using Flair

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

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

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

Federated Knowledge Extraction Framework

A PyTorch implementation of GraphRel

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

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

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.

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

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

Snips Python library to extract meaning from text

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

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

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

Implementation of Nested Named Entity Recognition using BERT

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

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

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

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.

基于深度学习的自然语言处理库

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

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

Zero-shot Transfer Learning from English to Arabic

Tool for slot extraction from text

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

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

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

📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor

simple rule based named entity recognition

Distantly Supervised Relation Extraction

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

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

Biomedical NLP Corpus or Datasets.

Towards Quantifiable Dialogue Coherence Evaluation (ACL 2021)

A Pre-trained BERT on StackOverflow Corpus

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

sequence tagging for NER for ULMFiT

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

A curated list of resources for Document Understanding (DU) topic

See http://github.com/onurgu/joint-ner-and-md-tagger This repository is basically a Bi-LSTM based sequence tagger in both Tensorflow and Dynet which can utilize several sources of information about each word unit like word embeddings, character based embeddings and morphological tags from an FST to obtain the representation for that specific wor…

Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

Hierarchical Neural Relation Extraction

Character Based Named Entity Recognition.