https://github.com/universaldatatool/react-nlp-annotate

Interface for making NLP annotations.
https://github.com/universaldatatool/react-nlp-annotate

classification entity entity-relation-labeling hacktoberfest nlp nlp-library nlp-machine-learning text text-classification text-entities text-entity-analysis text-mining

Last synced: 12 months ago
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Interface for making NLP annotations.

• Host: GitHub
• URL: https://github.com/universaldatatool/react-nlp-annotate
• Owner: UniversalDataTool
• Created: 2019-06-10T04:31:17.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2023-04-14T19:16:23.000Z (about 3 years ago)
• Last Synced: 2024-10-29T18:54:26.341Z (over 1 year ago)
• Topics: classification, entity, entity-relation-labeling, hacktoberfest, nlp, nlp-library, nlp-machine-learning, text, text-classification, text-entities, text-entity-analysis, text-mining
• Language: JavaScript
• Homepage:
• Size: 11.8 MB
• Stars: 46
• Watchers: 5
• Forks: 19
• Open Issues: 10
• Metadata Files:
  • Readme: README.md

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README

          
# React NLP Annotate

  

> If you just want to edit NLP data, it's easier to just use the [Universal Data Tool (MIT)](https://github.com/UniversalDataTool/universal-data-tool). This library is a module of the Universal Data Tool for use in custom react applications.

Interface for doing various NLP tasks. [Here's a code playground](https://codesandbox.io/s/react-nlp-annotate-example-0jwms?file=/src/App.js). Please help this repository by adding documentation and issues!

- Audio transcription

- Text Labeling (Entity, Classification)

- Entity Relation Labeling

![screenshot 1](https://user-images.githubusercontent.com/1910070/91113515-c5987b00-e653-11ea-92b8-08fa60cf7619.png)

![screenshot 2](https://user-images.githubusercontent.com/1910070/76181462-8d7da880-6197-11ea-908f-96d988a7efc8.png)

![screenshot 3](https://user-images.githubusercontent.com/1910070/76181412-560efc00-6197-11ea-8eba-1f48768f5183.png)

## Installation

`npm install react-nlp-annotate`

## Usage

### Document Classification

```javascript

import NLPAnnotator from "react-nlp-annotate"

const MyComponent = () => (

   {

      console.log("Harry is a " + classification)

    }}

  />

)

```

### Entity Relation Labeling

```javascript

import React from "react";

import NLPAnnotator from "react-nlp-annotate";

const labels = [

  {

    id: "gryffindor",

    displayName: "Gryffindor",

    description: "Daring, strong nerve and chivalry."

  },

  {

    id: "slytherin",

    displayName: "Slytherin",

    description: "Cunning and ambitious. Possibly dark wizard."

  }

];

export default () => (

     {

        console.log("Output is...", output);

      }}

      // this is just for label-relationships

      entityLabels={labels}

      relationshipLabels={labels}

    />

  

);

```