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20 repositories · updated 2026-11-07
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1hankcs / HanLPChinese word segmentation Part-of-speech tagging Named entity recognition Dependency syntax analysis Component syntax analysis Semantic dependency analysis Semantic role annotation Reference resolution Style transfer Semantic similarity New word discovery Keyword phrase extraction Automatic summarization Text classification and clustering Pinyin to Simplified Traditional conversion Natural language processingPythonApache-2.0 · PermissiveInsufficient rank history36,536
2explosion / spaCy💫 Industrial-strength Natural Language Processing (NLP) in PythonPythonMIT · PermissiveInsufficient rank history34,034
3sebastianruder / NLP-progressA resource tracking NLP tasks, datasets, and reported research results.PythonMIT · PermissiveInactiveInsufficient rank history22,958
4flairNLP / flairA very simple framework for state-of-the-art Natural Language Processing (NLP)PythonLicense not declaredInsufficient rank history14,397
5spencermountain / compromisemodest natural-language processingJavaScriptMIT · PermissiveInsufficient rank history12,172
6data-privacy-stack / presidioAn open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.PythonMIT · PermissiveInsufficient rank history11,767
7stanfordnlp / CoreNLPCoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.JavaGPL-3.0 · Share derivative sourceInsufficient rank history10,126
8stanfordnlp / stanzaStanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languagesPythonLicense not declaredInsufficient rank history7,906
9deeppavlov / DeepPavlovAn open source library for deep learning end-to-end dialog systems and chatbots.PythonApache-2.0 · PermissiveInactiveInsufficient rank history6,999
10macanv / BERT-BiLSTM-CRF-NERTensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server servicesPythonLicense not declaredInactiveInsufficient rank history4,907
11zjunlp / DeepKE[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and ConstructionPythonMIT · PermissiveInsufficient rank history4,489
12qq547276542 / Agriculture_KnowledgeGraphAgricultural Knowledge Graph (AgriKG): information retrieval, named entity recognition, relationship extraction, intelligent question answering, and assisted decision-making in the agricultural fieldPythonGPL-3.0 · Share derivative sourceInactiveInsufficient rank history4,408
13ThilinaRajapakse / simpletransformersTransformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AIPythonApache-2.0 · PermissiveInsufficient rank history4,258
14urchade / GLiNERGeneralist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)PythonApache-2.0 · PermissiveInsufficient rank history4,224
15JohnSnowLabs / spark-nlpState of the Art Natural Language ProcessingScalaApache-2.0 · PermissiveInsufficient rank history4,160
16baidu / lacBaidu NLP: word segmentation, part-of-speech tagging, named entity recognition, word importanceC++Apache-2.0 · PermissiveInactiveInsufficient rank history3,995
17snipsco / snips-nluSnips Python library to extract meaning from textPythonApache-2.0 · PermissiveInactiveInsufficient rank history3,975
18UniversalDataTool / universal-data-toolCollaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.JavaScriptMIT · PermissiveInactiveInsufficient rank history2,074
19CLUEbenchmark / CLUENER2020CLUENER2020 Chinese fine-grained named entity recognition Fine Grained Named Entity RecognitionPythonLicense not declaredInactiveInsufficient rank history1,527
20philipperemy / name-datasetThe Python library for names.PythonApache-2.0 · PermissiveInactiveInsufficient rank history1,027
