Ner Open Source Projects

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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

搜索所有中文NLP数据集，附常用英文NLP数据集

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

中文人名语料库。人名生成器。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名。可用于中文分词、人名实体识别。

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

Snips Python library to extract meaning from text

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

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

MITIE: library and tools for information extraction

该仓库主要记录 NLP 算法工程师相关的面试题

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

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

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

A proof-of-concept jupyter extension which converts english queries into relevant python code

Named Entity Recognition (LSTM + CRF) - Tensorflow

DeepIE: Deep Learning for Information Extraction

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

Transformers 库快速入门教程

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧

A collection of research on knowledge graphs

Underthesea - AI Assistant

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

自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

汉语自然语言处理视频教程-开源学习资料

A PyTorch-based knowledge distillation toolkit for natural language processing

CKIP Neural Chinese Word Segmentation, POS Tagging, and NER

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc.

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.

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

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

🪐 End-to-end NLP workflows from prototype to production

Developer friendly Natural Language Processing ✨

Deep Learning NLP Pipeline implemented on Tensorflow

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

NLP tools for Turkish.

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t5模型，支持GPT2进行文章续写。

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，句子表征及文本相似度计算等功能

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。

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

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Pytorch-Named-Entity-Recognition-with-BERT

A curated list of awesome Python frameworks, libraries and software.

Named Entity Recognition Tool

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

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

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

Source code of K-BERT (AAAI2020)

使用预训练语言模型BERT做中文NER

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

LLM-based ontological extraction tools, including SPIRES

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