Topics / #named-entity-recognition

Named-entity-recognition projects on GitHub

Extracting names, places and entities from text with NLP models.

As of , the most-starred Named-entity-recognition projects on GitHub are funNLP (83K stars), bert (40K stars) and HanLP (36.5K stars). GitHub.Locker tracks 12 Named-entity-recognition repositories with 294.8K stars combined. The fastest-growing on October 16 was funNLP, with +34 stars in a day.

12Projects
294.8KStars in total
+61Stars in a day
Browse in the catalog →github.com/topics/named-entity-recognition ↗

Hot right now

Most stars gained in a day · Oct 16

+34

funNLP

fighting41love/funNLP · ★ 83K

A huge curated collection of Chinese NLP resources: corpora, lexicons, tools, datasets and courses. The README calls it 'The Most Powerful NLP-Weapon Arsenal' — nearly the most complete Chinese NLP resource library.

+17

presidio

data-privacy-stack/presidio · ★ 11.4K

An open-source framework (SDK) that detects, redacts, masks and anonymizes sensitive data (PII) — names, credit card numbers, SSNs, phone numbers — in text, images and structured data.

+3

HanLP

hankcs/HanLP · ★ 36.5K

HanLP is a production-oriented, multilingual NLP toolkit built on dual PyTorch/TensorFlow 2.x engines, supporting 130 languages with ten joint tasks such as tokenization, POS tagging, NER, dependency and constituency parsing, semantic role labeling, and text classification.

+3

awesome-nlp

keon/awesome-nlp · ★ 19.1K

A curated list of resources dedicated to Natural Language Processing — research hubs, tutorials, courses, books, libraries, datasets, and task methods, collected as links with one-line descriptions.

The all-time top

12 projects · by stars

  1. #1 · fighting41love/funNLP

    funNLP

    A huge curated collection of Chinese NLP resources: corpora, lexicons, tools, datasets and courses. The README calls it 'The Most Powerful NLP-Weapon Arsenal' — nearly the most complete Chinese NLP resource library.

    83K
  2. #2 · google-research/bert

    bert

    Google's official TensorFlow implementation of BERT together with pre-trained checkpoints — a method for pre-training language representations that set state-of-the-art results on a wide range of NLP tasks, from SQuAD question answering to natural language inference.

    40K
  3. #3 · hankcs/HanLP

    HanLP

    HanLP is a production-oriented, multilingual NLP toolkit built on dual PyTorch/TensorFlow 2.x engines, supporting 130 languages with ten joint tasks such as tokenization, POS tagging, NER, dependency and constituency parsing, semantic role labeling, and text classification.

    36.5K
  1. 4

    spaCy

    34Kexplosion/spaCy · Python

    spaCy is a library for advanced Natural Language Processing in Python and Cython, designed from day one for real products. It ships pretrained pipelines and supports tokenization and training for 70+ languages.

  2. 5

    NLP-progress

    23Ksebastianruder/NLP-progress · Python

    A curated, community-maintained document that tracks progress in Natural Language Processing: it lists the standard datasets and the current state-of-the-art results for most common NLP tasks across many languages.

  3. 6

    awesome-nlp

    19.1Kkeon/awesome-nlp

    A curated list of resources dedicated to Natural Language Processing — research hubs, tutorials, courses, books, libraries, datasets, and task methods, collected as links with one-line descriptions.

  4. 7

    flair

    14.4KflairNLP/flair · Python

    Flair is a very simple framework for state-of-the-art natural language processing: a Python library for applying pre-trained NLP models to your text, developed by Humboldt University of Berlin and friends. The current release is version 0.15.1.

  5. 8

    compromise

    12.2Kspencermountain/compromise · JavaScript

    Compromise is a lightweight JavaScript natural-language processing library that parses text into structured data: tokenizing words and sentences, tagging part-of-speech, and letting you query phrases like numbers, names, or dates.

  6. 9

    presidio

    11.4Kdata-privacy-stack/presidio · Python

    An open-source framework (SDK) that detects, redacts, masks and anonymizes sensitive data (PII) — names, credit card numbers, SSNs, phone numbers — in text, images and structured data.

  7. 10

    doccano

    10.8Kdoccano/doccano · Python

    Doccano is an open-source text annotation tool that lets humans label data for machine learning tasks like text classification, sequence labeling, and sequence-to-sequence problems such as summarization or translation.

  8. 11

    CoreNLP

    10.1Kstanfordnlp/CoreNLP · Java

    A Java suite of core NLP tools that takes raw human language text and returns linguistic analysis: tokenization, parts of speech, named entities, parsing, coreference, and sentiment.

  9. 12

    privacy-preserving-control-plane

    425gbenletoluwase/privacy-preserving-control-plane · Java

    A Java control plane that bundles four coupled mechanisms for production ML pipelines: forecast-driven autoscaling, zero-shot PII redaction at the point of processing, governed model promotion, and drift/anomaly detection.

Often tagged together