intent-classification

Open-source projects categorized as intent-classification
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Language: + Python + Jupyter Notebook
Topics: NLP nlu-engine slot-filling Svm Natural Language Processing
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Top 5 intent-classification Open-Source Projects

  • JointBERT

    Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

  • TaiChi

    Open source library for few shot NLP (by salesforce)

  • 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.

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  • xatkit-nlu-server

    A flexible and pragmatic chatbot intent classifier for chatbots

  • 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.

  • slack-gpt-classifier

    Python scripts to extract Slack messages, and classify their intent using OpenAI's GPT-4 API

    • Project mention: Classifying Slack Messages with GPT-4 | news.ycombinator.com | 2024-04-28

  • SaaSHub

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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).

intent-classification related posts

  • Show HN: A flexible and pragmatic NLU intent matching server to build chatbots

    1 project | news.ycombinator.com | 22 Apr 2022

Index

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

Project Stars
1 JointBERT 609
2 TaiChi 78
3 xatkit-nlu-server 14
4 NLU-engine-prototype-benchmarks 5
5 slack-gpt-classifier 4

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