Dataset Type: Text
Format: Topic oriented opinion sentences for 51 different topics
Domain: hotels, cars, products
Source: Amazon.com, TripAdvisor.com, Edmunds.com
Description:
This dataset contains sentences extracted from user reviews on a given topic. Example topics are “performance of Toyota Camry” and “sound quality of ipod nano”, etc. In total there are 51 such topics with each topic having approximately 100 sentences (on average). The reviews were obtained from various sources - Tripadvisor (hotels), Edmunds.com (cars) and Amazon.com (various electronics). This dataset was used for the following automatic text summarization project [1] .
The dataset file also comes with gold standard summaries used for the summarization paper listed below. I have also provided some scripts to help with the summarization/evaluation tasks using ROUGE. Detailed information about the dataset and the list of scripts is provided in the documentation.
Please send me an email if you have any questions regarding this dataset.
Downloads:
- Opinosis Dataset - contains review / opinion sentences, gold standard summaries, scripts for ROUGE, documentation
- Opinosis Dataset Documentation