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The Top 23 Ner Open Source Projects

Open source projects categorized as Ner
Bert Bilstm Crf Ner ⭐ 4,564
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
total releases 9most recent commit 3 years ago
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit a year agopypi snips-nlu} Downloads
Chinese Names Corpus ⭐ 3,719
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
most recent commit 6 months ago
Nlp_paper_study ⭐ 3,373
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
most recent commit 10 months ago
Deepke ⭐ 3,035
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
total releases 111most recent commit a month ago
Uer Py ⭐ 2,802
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 7 months ago
Mitie ⭐ 2,778
MITIE: library and tools for information extraction
total releases 1most recent commit 2 years ago
Cluedatasetsearch ⭐ 2,778
搜索所有中文NLP数据集，附常用英文NLP数据集
most recent commit 2 years ago
Jionlp ⭐ 2,724
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
dependent packages 4total releases 26most recent commit 5 months agopypi jionlp} Downloads
Jiagu ⭐ 2,581
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
total releases 13most recent commit 2 years ago
Rust Bert ⭐ 2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 7total releases 45most recent commit 5 months agocargo rust-bert} Downloads
Kashgari ⭐ 2,141
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.
dependent packages 1total releases 11most recent commit 3 years agopypi kashgari-tf} Downloads
Jupyter Text2code ⭐ 2,073
A proof-of-concept jupyter extension which converts english queries into relevant python code
most recent commit 2 years ago
Nlp Interview Notes ⭐ 1,975
该仓库主要记录 NLP 算法工程师相关的面试题
most recent commit 9 months ago
Ncrfpp ⭐ 1,862
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.
total releases 1most recent commit 2 years ago
Deepie ⭐ 1,737
DeepIE: Deep Learning for Information Extraction
most recent commit 2 years ago
Sequence_tagging ⭐ 1,725
Named Entity Recognition (LSTM + CRF) - Tensorflow
most recent commit 5 years ago
Farm ⭐ 1,706
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
dependent packages 2total releases 25most recent commit 6 months agopypi farm} Downloads
Bert Ner Pytorch ⭐ 1,666
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
most recent commit a year ago
Recognizers Text ⭐ 1,644
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
dependent packages 28total releases 70most recent commit 7 months agonuget Microsoft.Recognizers.Text} Downloads
Knowledge Graphs ⭐ 1,610
A collection of research on knowledge graphs
most recent commit 2 years ago
Biobert ⭐ 1,602
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
most recent commit a year ago
Nlpcda ⭐ 1,573
一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda
total releases 28most recent commit 8 months ago
The 10 Most Depended On Ner Open Source Projects
Wink Nlp ⭐ 1,057
Developer friendly Natural Language Processing ✨
dependent packages 12total releases 33latest release July 21, 2023most recent commit 9 months agonpm wink-nlp} Downloads
Natasha ⭐ 1,085
Solves basic Russian NLP tasks, API for lower level Natasha projects
dependent packages 9total releases 19latest release July 24, 2023most recent commit 9 months agopypi natasha} Downloads
Mynlp ⭐ 658
一个生产级、高性能、模块化、可扩展的中文NLP工具包。（中文分词、平均感知机、fastText、拼音
dependent packages 7total releases 12latest release June 01, 2021most recent commit 6 months ago
Torchcrf ⭐ 40
An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0
dependent packages 7total releases 10latest release August 01, 2020most recent commit 4 years agopypi TorchCRF} Downloads
Rust Bert ⭐ 2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 7total releases 45latest release June 03, 2023most recent commit 5 months agocargo rust-bert} Downloads
Underthesea ⭐ 1,288
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 125latest release September 22, 2023most recent commit 9 months agopypi underthesea} Downloads
The 10 Latest Releases In Ner Open Source Projects
Nerf ⭐ 16
Named entity recognition tool based on linear-chain CRFs
total releases 12latest release December 02, 2023most recent commit 5 years ago
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21latest release November 29, 2023most recent commit 5 months ago
Dadmatools ⭐ 142
DadmaTools is a Persian NLP tools developed by Dadmatech Co.
total releases 66latest release November 25, 2023most recent commit 5 months ago
Ktrain ⭐ 1,188
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 205latest release November 18, 2023most recent commit 7 months agopypi ktrain} Downloads
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 7 months ago
Jionlp ⭐ 2,724
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
dependent packages 4total releases 26latest release November 14, 2023most recent commit 5 months agopypi jionlp} Downloads
Fasthan ⭐ 730
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
total releases 9latest release November 11, 2023most recent commit 7 months ago
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