Python named-entity-recognition

Open-source Python projects categorized as named-entity-recognition

Top 23 Python named-entity-recognition Projects

named-entity-recognition
  • HanLP

    中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

    Scout Monitoring logo
  • spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

  • Project mention: How I discovered Named Entity Recognition while trying to remove gibberish from a string. | dev.to | 2024-05-06
  • NLP-progress

    Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

  • flair

    A very simple framework for state-of-the-art Natural Language Processing (NLP)

  • Stanza

    Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

  • Project mention: Down and Out in the Magic Kingdom | news.ycombinator.com | 2023-07-23
  • simpletransformers

    Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

  • DeepKE

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

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • 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.

  • 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.

  • BERT-NER

    Pytorch-Named-Entity-Recognition-with-BERT

  • seqeval

    A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

  • spacy-llm

    🦙 Integrating LLMs into structured NLP pipelines

  • Project mention: Integrating LLMs into structured NLP pipelines | news.ycombinator.com | 2023-09-10
  • nlu

    1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

  • name-dataset

    The Python library for names.

  • ckip-transformers

    CKIP Transformers

  • BERTweet

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

  • camel_tools

    A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

  • zshot

    Zero and Few shot named entity & relationships recognition

  • GoLLIE

    Guideline following Large Language Model for Information Extraction

  • Project mention: A LLM trained to follow annotation guidelines, for information extraction tasks | news.ycombinator.com | 2023-10-30
  • huspacy

    HuSpaCy: industrial-strength Hungarian natural language processing

  • ChatGPT_for_IE

    Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

  • healthsea

    Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

  • ARElight

    Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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 named-entity-recognition discussion

Log in or Post with

Python named-entity-recognition related posts

  • Recent English newswire NER datasets?

    2 projects | /r/LanguageTechnology | 27 Aug 2023
  • PIXIU: NEW Data - star count:172.0

    1 project | /r/algoprojects | 15 Aug 2023
  • PIXIU: NEW Data - star count:124.0

    1 project | /r/algoprojects | 8 Jul 2023
  • PIXIU: NEW Data - star count:124.0

    1 project | /r/algoprojects | 7 Jul 2023
  • PIXIU: NEW Data - star count:124.0

    1 project | /r/algoprojects | 6 Jul 2023
  • PIXIU: NEW Data - star count:124.0

    1 project | /r/algoprojects | 5 Jul 2023
  • 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.

    6 projects | /r/LocalLLaMA | 9 Jun 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 15 Jun 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

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

Project Stars
1 HanLP 32,739
2 spaCy 29,030
3 NLP-progress 22,394
4 flair 13,659
5 Stanza 7,105
6 simpletransformers 4,019
7 DeepKE 3,079
8 NCRFpp 1,877
9 entity-recognition-datasets 1,455
10 BERT-NER 1,182
11 seqeval 1,056
12 spacy-llm 984
13 nlu 825
14 name-dataset 793
15 ckip-transformers 628
16 BERTweet 562
17 camel_tools 388
18 zshot 326
19 GoLLIE 239
20 huspacy 149
21 ChatGPT_for_IE 133
22 healthsea 86
23 ARElight 35

Sponsored
Free Django app performance insights with Scout Monitoring
Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
www.scoutapm.com