Python Ner

Open-source Python projects categorized as Ner
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Topics: NLP Natural Language Processing named-entity-recognition Pytorch Machine Learning
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Top 11 Python Ner Projects

  • DeepKE

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

    • Project mention: Would this method work to increase the memory of the model? Saving summaries generated by a 2nd model and injecting them depending on the current topic. | /r/LocalLLaMA | 2023-06-09

  • 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.

  • InfluxDB

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  • FARM

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

  • 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.

    • Project mention: Recent English newswire NER datasets? | /r/LanguageTechnology | 2023-08-27

    There is of course the list at https://github.com/juand-r/entity-recognition-datasets, but all of the recent English datasets cover other domains of English, such as the music NER, space NER, etc. All interesting things, but not 2020s English newswire.

  • TencentPretrain

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

  • BERTweet

    BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

  • MedCAT

    Medical Concept Annotation Tool

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • zshot

    Zero and Few shot named entity & relationships recognition

    • Project mention: A transformer-based method for zero and few-shot biomedical NER | news.ycombinator.com | 2023-05-12

  • concise-concepts

    This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

  • huspacy

    HuSpaCy: industrial-strength Hungarian natural language processing

  • embedders

    With embedders, you can easily convert your texts into sentence- or token-level embeddings within a few lines of code. Use cases for this include similarity search between texts, information extraction such as named entity recognition, or basic text classification.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Ner related posts

Index

What are some of the best open-source Ner projects in Python? This list will help you:

Project Stars
1 DeepKE 2,929
2 NCRFpp 1,877
3 FARM 1,723
4 entity-recognition-datasets 1,431
5 TencentPretrain 975
6 BERTweet 556
7 MedCAT 408
8 zshot 316
9 concise-concepts 240
10 huspacy 147
11 embedders 21

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