Dataset Open Access

ArguAna TripAdvisor

Henning Wachsmuth; Martin Trenkmann; Benno Stein; Gregor Engels; Tsvetomira Palakarska

An English corpus for studying local sentiment flows and aspect-based sentiment analysis. It contains 2100 hotel reviews balanced with respect to the reviews’ sentiment scores. All reviews are segmented into subsentence-level statements that have then been manually classified as a fact, a positive, or a negative opinion. Also, all hotel aspects mentioned in the reviews have been annotated as such:


In addition, we provide nearly 200k further hotel reviews without manual annotations:

  • v1 upon request

The corpus is free-to-use for scientific purposes, not for commercial applications. In version 2, the annotated XMI files have been changed according to a new underlying type system that is more easily extendable. Notice that some adaptations of the software of version 1 are necessary to make it work with version 2.

In case you publish any results related to the ArguAna TripAdvisor corpus, please cite our CICLing 2014 paper.

Files (279.1 MB)
Name Size
12.1 MB Download
9.6 MB Download
257.4 MB Download
All versions This version
Views 178178
Downloads 4646
Data volume 3.0 GB3.0 GB
Unique views 137137
Unique downloads 3232


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