Top 211 named-entity-recognition open source projects

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

chatbot_ner: Named Entity Recognition for chatbots.

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.

Named Entities Recognition Annotator Tool for Europeana Newspapers

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers

Thai Named Entity Recognition

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。

A lightweight web-based annotation tool for labelling entity recognition data.

Stanford Named Entity Recognizer (NER) - Python Wrapper

Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

Virtual Machine for Desktop Search with Open Semantic Search

📖 Using deep learning and scraping to analyze/summarize articles! Just drop in any URL!

Transition-based NER system

A Named-Entity Recogniser based on Grobid.

Notebooks for teaching Named Entity Recognition at the Cultural Heritage Data School, run by Cambridge Digital Humanities

Azure Search Cognitive Skill to extract technical and business skills from text

[ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor

Clinical Concept Extraction with Contextual Word Embedding

Named Entity Recognition for biomedical entities

Named-Entity-Recognition Workshop

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

A PyTorch-based toolkit for natural language processing

NER（命名实体识别）中文语料，一站式获取

A simple zero-dependency React component for tagging user-defined entities within a block of text.

Watchman: An open-source social-media event-detection system

Build a deep learning model for predicting the named entities from text.

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

Named-entity recognition for Ruby

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support

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

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

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

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

Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13

Implementation of Nested Named Entity Recognition using Flair

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

simple rule based named entity recognition

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

Deep-Atrous-CNN-NER: Word level model for Named Entity Recognition

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

Flexible and powerful platform for biomedical information extraction from text

Document Enrichment plugin for Elasticsearch

No description or website provided.

Tool for slot extraction from text

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

No description or website provided.

A project on achieving Named-Entity Recognition using Deep Learning.

Named entity recognition (NER) in Russian texts / Определение именованных сущностей (NER) в тексте на русском языке

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

A near real-time named-entity recognizer

🦜 Containerized HTTP API for industrial-strength NLP via spaCy and sense2vec

A Python implementation of Farasa toolkit

General Architecture for Text Engineering

Frog is an integration of memory-based natural language processing (NLP) modules developed for Dutch. All NLP modules are based on Timbl, the Tilburg memory-based learning software package.

KU_NERDY 이동엽, 임희석 (2017 국어 정보 처리 시스템경진대회 금상) - 한글 및 한국어 정보처리 학술대회