natural-language-understanding

Open-source projects categorized as natural-language-understanding

Top 21 natural-language-understanding Open-Source Projects

  • bert

    TensorFlow code and pre-trained models for BERT

    Project mention: Train a language model from scratch | dev.to | 2023-01-12

    The BERT paper has all the information regarding training parameters and datasets used. Hugging Face Datasets hosts the bookcorpus and wikipedia datasets.

  • clip-as-service

    🏄 Embed/reason/rank images and sentences with CLIP models

    Project mention: [D]Want to Search Inside Videos Like a Pro? | reddit.com/r/MachineLearning | 2022-12-20

    Imagine an AI-powered grep command, one that could process a film and find segments matching a text. With CLIP-as-service, you can do that. Here is the repo link, https://github.com/jina-ai/clip-as-service.

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • tokenizers

    💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

  • gluon-nlp

    NLP made easy

    Project mention: How usable is Julia for Natural Language Processing Machine learning? | reddit.com/r/Julia | 2022-10-28
  • OpenPrompt

    An Open-Source Framework for Prompt-Learning.

  • opencog

    A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

  • DeBERTa

    The implementation of DeBERTa

  • InfluxDB

    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.

  • this-word-does-not-exist

    This Word Does Not Exist

    Project mention: A new word invented by an AI | reddit.com/r/teenagers | 2023-01-25

    This feels like https://www.thisworddoesnotexist.com/ magic

  • 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.

  • rhino

    On-device Speech-to-Intent engine powered by deep learning (by Picovoice)

    Project mention: Cross-Browser Voice Commands with React | dev.to | 2022-09-29

    Get an AccessKey for free from Picovoice Console. You will need it as part of the init function. Also, get the English Parameter for Rhino from GitHub and save it to the public directory. Rhino uses this file as the basis to understand English context (other languages are also supported).

  • CogCompNLP

    CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

  • Catalyst

    🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models. (by curiosity-ai)

  • bricks

    Open-source natural language enrichments at your fingertips.

    Project mention: FLiP Stack Weekly 19-dec-2022 | dev.to | 2022-12-19
  • zshot

    Zero and Few shot named entity & relationships recognition

    Project mention: Show HN: Zshot, Zero and Few shot named entity and relationships recognition | news.ycombinator.com | 2022-10-28
  • awesome-hungarian-nlp

    A curated list of NLP resources for Hungarian

  • minie

    An open information extraction system that provides compact extractions

  • learn

    Neuro-symbolic interpretation learning (mostly just language-learning, for now) (by opencog)

    Project mention: Neuro-symbolic interpretation learning | reddit.com/r/NeSy | 2022-12-02
  • MAX-Toxic-Comment-Classifier

    Detect 6 types of toxicity in user comments.

  • SelSum

    Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

    Project mention: [D] How to best extract product benefits/problems from customer reviews using NLP? | reddit.com/r/MachineLearning | 2022-06-21

    https://github.com/abrazinskas/SelSum - for abstractive summarization into vertdict/pros/cons

  • Anees

    Multi-turn open-domain Arabic chatbot with a wide set of features.

    Project mention: [P] Anees: a multi-turn open-domain Arabic chatbot with a wide set of features | reddit.com/r/MachineLearning | 2022-07-26

    For the code and implementation details: https://github.com/aashrafh/Anees

  • pronomial

    pronomial postag/word_gender based coreference solver

  • SaaSHub

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

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). The latest post mention was on 2023-01-25.

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Index

What are some of the best open-source natural-language-understanding projects? This list will help you:

Project Stars
1 bert 32,989
2 clip-as-service 11,174
3 tokenizers 6,310
4 gluon-nlp 2,465
5 OpenPrompt 2,287
6 opencog 2,221
7 DeBERTa 1,230
8 this-word-does-not-exist 972
9 nlu 610
10 rhino 513
11 CogCompNLP 457
12 Catalyst 457
13 bricks 316
14 zshot 194
15 awesome-hungarian-nlp 166
16 minie 88
17 learn 70
18 MAX-Toxic-Comment-Classifier 49
19 SelSum 37
20 Anees 29
21 pronomial 0
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