CCExtractor Development

[AI][Medium] Automatic Text Scoring

Introduction

Suppose we have a few lines of captions from a news broadcast. When a human will read these captions, he can easily judge and comment upon the correctness of sentence in that language.

Skills

  • Natural language processing
  • Machine learning

Task

The goal is to create an API or a simple computer program that can automatically predict the correctness(grammatically) of a sentence in the terms of some scores. To complete the task send a link to a git repository with it.

Hint

Think in the terms of language modelling. You can create your own language model by training it on a corpus(a collection of text) and then use it to evaluate any given test sentence. Read some tutorial on language modelling and implement one.

Task tags

  • ai
  • natural language processing
  • research
  • hard task
  • machine learning

Students who completed this task

RobOHt, AlephZero

Task type

  • code Code
  • assessment Outreach / Research
close

2019