https://github.com/jordhy97/final_project

Aspect and opinion terms extraction for hotel's review from AiryRooms in Bahasa Indonesia
https://github.com/jordhy97/final_project

Last synced: 2 months ago
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Aspect and opinion terms extraction for hotel's review from AiryRooms in Bahasa Indonesia

• Host: GitHub
• URL: https://github.com/jordhy97/final_project
• Owner: jordhy97
• Created: 2018-12-06T10:51:03.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-07-03T14:29:14.000Z (almost 5 years ago)
• Last Synced: 2024-01-21T03:06:33.595Z (5 months ago)
• Language: Python
• Size: 31.1 MB
• Stars: 15
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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• Awesome-Indonesia-NLP - Aspect and Opinion Terms Extraction for Hotel Reviews

README

        
# final_project

Aspect and opinion terms extraction for hotel's review from AiryRooms in Bahasa Indonesia

## Corpus description

The corpus is located in the folder data/reviews. The corpus consists of 5000 reviews (78.604 tokens) that are divided into train.txt (4000 reviews) and test.txt (1000 reviews). Here's the label distribution for the corpus.

| Label         | train.txt     | test.txt  |

| ------------- |-------------:| -----:|

| B-ASPECT      | 7005 | 1758 |

| I-ASPECT      | 2292      |   584 |

| B-SENTIMENT   | 9646      |   2384 |

| I-SENTIMENT   | 4265      |   1067 |

| OTHER         | 39897      |   9706 |

| Total        | 63105      |   15499 |

reviews.txt contains raw reviews and reviews_preprocessed.txt contains reviews that have been preprocessed that are used to train word embedding.