Data · dataset · 2022
Dataset for Benchmarking Aspect Level Sentiment Classification on Reviews Requiring Coreference Resolution
Listed in Borealis
We present the ALSC-CR dataset for Aspect Level Sentiment Classification (ALSC).
Description
This dataset can be used to benchmark ALSC model performance on reviews that require coreference resolution (CR) ability to perform well. For example, CR is needed to predict the sentiment for "food" in the sentence - "I had food, it was bad." Here, "food" has a negative sentiment only because it is referring to the same entity as "it" which in turn is associated with a negative sentiment.
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP3%2FHSKJEY ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp3/hskjey ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP3%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Computer and Information Science
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP3/HSKJEY | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:computer-and-information-science | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |