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Repositories in this selection 20 · UTC 2026-11-04
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1—Hhankcs / 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 history36,53510,875——2026-10-25
2—Eexplosion / spaCy💫 Industrial-strength Natural Language Processing (NLP) in PythonPythonMIT · PermissiveInsufficient rank history34,0144,741——2026-10-27
3—Ssebastianruder / NLP-progressA resource tracking NLP tasks, datasets, and reported research results.PythonMIT · PermissiveInsufficient rank history22,9563,588——2024-07-28
4—FflairNLP / flairA very simple framework for state-of-the-art Natural Language Processing (NLP)PythonNOASSERTION · Restricted / unknownInsufficient rank history14,3952,095——2026-10-19
5—Sspencermountain / compromisemodest natural-language processingJavaScriptMIT · PermissiveInsufficient rank history12,171673——2026-11-02
6—Ddata-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 history11,6421,408——2026-11-02
7—Sstanfordnlp / 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 history10,1282,716——2026-11-03
8—Sstanfordnlp / stanzaStanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languagesPythonNOASSERTION · Restricted / unknownInsufficient rank history7,905965——2026-11-02
9—Ddeeppavlov / DeepPavlovAn open source library for deep learning end-to-end dialog systems and chatbots.PythonApache-2.0 · PermissiveInsufficient rank history6,9981,167——2025-08-06
10—Mmacanv / BERT-BiLSTM-CRF-NERTensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server servicesPythonUnknown · Restricted / unknownInsufficient rank history4,9081,236——2021-02-24
11—Zzjunlp / DeepKE[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and ConstructionPythonMIT · PermissiveInsufficient rank history4,490748——2026-07-13
12—Qqq547276542 / 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 sourceInsufficient rank history4,4071,585——2025-02-11
13—TThilinaRajapakse / simpletransformersTransformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AIPythonApache-2.0 · PermissiveInsufficient rank history4,257709——2026-05-31
14—Uurchade / GLiNERGeneralist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)PythonApache-2.0 · PermissiveInsufficient rank history4,200324——2026-10-31
15—JJohnSnowLabs / spark-nlpState of the Art Natural Language ProcessingScalaApache-2.0 · PermissiveInsufficient rank history4,159743——2026-11-02
16—Bbaidu / lacBaidu NLP: word segmentation, part-of-speech tagging, named entity recognition, word importanceC++Apache-2.0 · PermissiveInsufficient rank history3,995592——2021-05-25
17—Ssnipsco / snips-nluSnips Python library to extract meaning from textPythonApache-2.0 · PermissiveInsufficient rank history3,975502——2023-05-22
18—UUniversalDataTool / universal-data-toolCollaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.JavaScriptMIT · PermissiveInsufficient rank history2,074201——2025-03-15
19—CCLUEbenchmark / CLUENER2020CLUENER2020 Chinese fine-grained named entity recognition Fine Grained Named Entity RecognitionPythonUnknown · Restricted / unknownInsufficient rank history1,526293——2022-11-21
20—Pphilipperemy / name-datasetThe Python library for names.PythonApache-2.0 · PermissiveInsufficient rank history1,026156——2025-04-09
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