ner

There are 1276 repositories under ner topic.

  • macanv/BERT-BiLSTM-CRF-NER

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

    Language:Python4.6k933851.3k

  • CLUEbenchmark/CLUEDatasetSearch

    搜索所有中文NLP数据集，附常用英文NLP数据集

    Language:Python4k6112596

  • wainshine/Chinese-Names-Corpus

    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。

    3.9k10527976

  • snipsco/snips-nlu

    Snips Python library to extract meaning from text

    Language:Python3.9k135263516

  • ownthink/Jiagu

    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

    Language:Python3.2k8671613

  • zjunlp/DeepKE

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

    Language:Python3.1k43495647

  • dongrixinyu/JioNLP

    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

    Language:Python3k34189369

  • dbiir/UER-py

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

    Language:Python2.9k75263524

  • guillaume-be/rust-bert

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

    Language:Rust2.5k39207203

  • BrikerMan/Kashgari

    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.

    Language:Python2.4k64377439

  • km1994/NLP-Interview-Notes

    该仓库主要记录 NLP 算法工程师相关的面试题

    2.3k2314512

  • luopeixiang/named_entity_recognition

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

    Language:Python2.1k2251535

  • lonePatient/BERT-NER-Pytorch

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

    Language:Python2k13104425

  • guillaumegenthial/sequence_tagging

    Named Entity Recognition (LSTM + CRF) - Tensorflow

    Language:Python1.9k7383705

  • jiesutd/NCRFpp

    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.

    Language:Python1.9k60172447

  • jiesutd/LatticeLSTM

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

    Language:Python1.8k41135458
  • FARM

    deepset-ai/FARM

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

    Language:Python1.7k54406245

  • microsoft/Recognizers-Text

    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

    Language:C#1.7k67904428

  • shaoxiongji/knowledge-graphs

    A collection of research on knowledge graphs

    Language:JavaScript1.6k626288
  • NLP-Knowledge-Graph

    lihanghang/NLP-Knowledge-Graph

    自然语言处理、知识图谱、对话系统三大技术研究与应用。

    1.6k601360

  • msgi/nlp-journey

    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. All codes are implemented intensorflow 2.0.

    Language:Python1.6k625380

  • juand-r/entity-recognition-datasets

    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.

    Language:Python1.5k4112243

  • CLUEbenchmark/CLUENER2020

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

    Language:Python1.4k2092299

  • buppt/ChineseNER

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

    Language:Python1.4k1851396
  • underthesea

    undertheseanlp/underthesea

    Underthesea - Vietnamese NLP Toolkit

    Language:Python1.3k76244270

  • 920232796/bert_seq2seq

    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。

    Language:Python1.3k1367207

  • charlesXu86/Chatbot_CN

    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

    1.3k4611432

  • kyzhouhzau/BERT-NER

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

    Language:Python1.2k3690336

  • SeanLee97/xmnlp

    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

    Language:Python1.2k2938189

  • wainshine/Company-Names-Corpus

    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。

    1.2k475374
  • wink-nlp

    winkjs/wink-nlp

    Developer friendly Natural Language Processing ✨

    Language:JavaScript1.2k154657
  • natasha

    natasha/natasha

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

    Language:Python1.2k5991108

  • jiesutd/YEDDA

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

    Language:Python1k3752301

  • Tencent/TencentPretrain

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

    Language:Python9902036139

  • guillaumegenthial/tf_ner

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

    Language:Python9274365275

  • ProHiryu/bert-chinese-ner

    使用预训练语言模型BERT做中文NER

    Language:Python9182672276