Top 162 ner open source projects

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, and date/time expressed in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI. Partial support for NL, JA, KO, SV). Contributions are greatly welcome! Packages are available at https://www.nuget.org/profiles/Recognizers.Text and https://www.npmjs.com/~recognizers.text

自然语言处理、知识图谱、对话系统三大技术研究与应用。

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

公司名语料库。机构名语料库。公司简称,缩写,品牌词,企业名。可用于中文分词、机构名实体识别。

A collection of research on knowledge graphs

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

基于BERT的中文命名实体识别（pytorch）

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

Solves basic Russian NLP tasks, API for lower level Natasha projects

Empower Sequence Labeling with Task-Aware Language Model

使用预训练语言模型BERT做中文NER

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首等功能

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

基于Pytorch和torchtext的知识图谱深度学习框架。

中文 NLP 任务预处理工具包，准确、高效、零使用门槛

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

BERT for Multitask Learning

👑 spaCy building blocks and visualizers for Streamlit apps

Learning Named Entity Tagger from Domain-Specific Dictionary

A Vietnamese natural language processing toolkit (NAACL 2018)

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Snips Python library to extract meaning from text

BERT-NER (nert-bert) with google bert https://github.com/google-research.

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)

pytorch实现bert做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持GPT2进行文章续写。

使用预训练语言模型ALBERT做中文NER

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

a Deep Learning Framework for Text

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

基于BERT的中文命名实体识别

chatbot_ner: Named Entity Recognition for chatbots.

using bilstm-crf,bert and other methods to do sequence tagging task

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。

KgCLUE: 大规模中文开源知识图谱问答

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

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

a Fairseq fork for sequence tagging/labeling tasks

No description or website provided.

一套针对中文实体识别的BLSTM-CRF解决方案

Named Entity Recognition for biomedical entities

NER, syntax markup visualizations

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.

A Dataset of German Legal Documents for Named Entity Recognition

Named-entity recognition for Ruby

PyTorch implementation of the paper: Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. Su Zhu, Ruisheng Cao, Lu Chen and Kai Yu.

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.

Language agnostic named entity recognizer

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

BiLSTM_CRF中文实体命名识别

simple rule based named entity recognition

参考NER，基于BERT的电商评论观点挖掘和情感分析