entity-extraction

Open-source projects categorized as entity-extraction
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Language: + Python + JavaScript + Scala + C# + Jupyter Notebook
Topics: NLP Natural Language Processing sentiment-analysis named-entity-recognition Nlu
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Top 7 entity-extraction Open-Source Projects

  • nlp.js

    An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

    • Project mention: Natural Language Processing (NLP) in JavaScript (series 2) | dev.to | 2023-07-18

    We'll use the "natural" NLP library; follow the previous session to understand how to set up your environment.

  • spark-nlp

    State of the Art Natural Language Processing

    • Project mention: Spark NLP 5.1.0: Introducing state-of-the-art OpenAI Whisper speech-to-text, OpenAI Embeddings and Completion transformers, MPNet text embeddings, ONNX support for E5 text embeddings, new multi-lingual BART Zero-Shot text classification, and much more! | /r/Python | 2023-09-06

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  • Recognizers-Text

    Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text

  • 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.

  • htmldate

    Fast and robust date extraction from web pages, with Python or on the command-line

  • entity-sentiment-analysis

    Various ops for handling several entities in a document, perform anaphora resolution, clustering, etc.

  • NLU-engine-prototype-benchmarks

    Demo and benchmarks for building an NLU engine similar to those in voice assistants. Several intent classifiers are implemented and benchmarked. Conditional Random Fields (CRFs) are used for entity extraction.

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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).

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Index

What are some of the best open-source entity-extraction projects? This list will help you:

Project Stars
1 nlp.js 6,111
2 spark-nlp 3,712
3 Recognizers-Text 1,651
4 entity-recognition-datasets 1,439
5 htmldate 109
6 entity-sentiment-analysis 12
7 NLU-engine-prototype-benchmarks 5

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