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Top 22 Python named-entity-recognition Projects
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Project mention: Hanlp - Natural language processing for the next decade | reddit.com/r/github_trends | 2022-05-28
💫 Industrial-strength Natural Language Processing (NLP) in PythonProject mention: How to get Started with Data And Help Your Community | dev.to | 2023-01-23
Tools: Hugging Face SpaCy Scikit-Learn MLFlow There is no flag to discern a human owner vs a corporate entity, so you have to figure it out on your own. ML can assist given there are tens of thousands of records to go.
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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.Project mention: [Discussion] Checklist of seminal NLP papers | reddit.com/r/MachineLearning | 2022-12-28
A very simple framework for state-of-the-art Natural Language Processing (NLP)Project mention: Flair: A simple framework for state-of-the-art Natural Language Processing | news.ycombinator.com | 2022-04-11
Official Stanford NLP Python Library for Many Human LanguagesProject mention: Parts of speech tagged for German | reddit.com/r/German | 2023-01-06
I use Python's spacy library: https://spacy.io/models/de or stanza: https://stanfordnlp.github.io/stanza/ each with their respective language models.
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
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.
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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: Any large manually annotated NER datasets? | reddit.com/r/LanguageTechnology | 2022-12-28
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
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.
The Python library for names.Project mention: Requesting surname data with frequency | reddit.com/r/datasets | 2023-01-03
Yep! I actually know of something that is exactly what you’re looking for. Note that you will need to know a bit of python to use it. Here’s the link: https://github.com/philipperemy/name-dataset
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
CKIP TransformersProject mention: Experienced software dev, beginner to NLP. Seeking beginner learning resources, with a specific leaning towards NLP of Chinese language. | reddit.com/r/LanguageTechnology | 2022-01-29
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
Zero and Few shot named entity & relationships recognitionProject mention: Show HN: Zshot, Zero and Few shot named entity and relationships recognition | news.ycombinator.com | 2022-10-28
HuSpaCy: industrial-strength Hungarian natural language processingProject mention: [P] HuSpaCy: Industrial-strength Hungarian NLP | reddit.com/r/MachineLearning | 2022-04-27
I'd like to show off a Hungarian NLP pipeline which we've been heavily improving over the past year. https://github.com/huspacy/huspacy
💡GENIUS – generating text using sketches! A strong and general textual data augmentation tool.Project mention: Best language model for filling multiple related masks [D] | reddit.com/r/MachineLearning | 2023-01-09
Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.
AREkit-based application for a granular view onto sentiments between entities in a mass-media texts written in RussianProject mention: Hacker News top posts: Jun 19, 2022 | reddit.com/r/hackerdigest | 2022-06-19
Show HN: ARElight – A Mass-Media Processing Application for Relation Extraction\ (8 comments)
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.Project mention: 10x your active learning via active transfer learning in NLP | dev.to | 2022-07-08
Check out our embedders library if you want to build such embeddings using a high-level, Scikit-Learn-like API.
A python package for generating topics, named entities and a wordcloud visualization. It leverages the SpaCy framework and sentence transformers.Project mention: Looking for career advice as beginner Python developer with NLP and Backend experience | reddit.com/r/learnpython | 2022-10-05
As a Freelancer - Developed a package for providing meaningful insights on text for journalists (Open Source version of it: https://github.com/joureka-ai/jouresearch-nlp)
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Python named-entity-recognition related posts
One does not simply "create a visualization" from unstructured data!
2 projects | reddit.com/r/dataengineering | 11 Jan 2023
Best language model for filling multiple related masks [D]
1 project | reddit.com/r/MachineLearning | 9 Jan 2023
Requesting surname data with frequency
1 project | reddit.com/r/datasets | 3 Jan 2023
Any large manually annotated NER datasets?
3 projects | reddit.com/r/LanguageTechnology | 28 Dec 2022
[Discussion] Checklist of seminal NLP papers
1 project | reddit.com/r/MachineLearning | 28 Dec 2022
Has anyone here ever used the seaNMF model for short text topic modeling, and be willing to help me get started with it?
4 projects | reddit.com/r/LanguageTechnology | 24 Nov 2022
Hi everyone, my first Reddit post, let me introduce the GENIUS model.
2 projects | reddit.com/r/deeplearning | 23 Nov 2022
A note from our sponsor - Sonar
www.sonarsource.com | 26 Jan 2023
What are some of the best open-source named-entity-recognition projects in Python? This list will help you: