A translated version of the QAQC dataset for expected-answer-type classification.
| I. IDENTIFYING INFORMATION | |
| Title* | Swedish EAT v1.0 |
| Subtitle | |
| Created by* | Jonatan Cerwall (jonatancerwall@gmail.com) |
| Publisher(s)* | Språkbanken Text |
| Link(s) / permanent identifier(s)* | |
| License(s)* | |
| Abstract* | This dataset is a translated version of the QAQC dataset (https://cogcomp.seas.upenn.edu/Data/QA/QC/) for expected-answer-type classification. Taxonomy is the Li and Roth Taxonomy, also from https://cogcomp.seas.upenn.edu/Data/QA/QC/. |
| Funded by* | |
| Cite as | Cerwall, J. (2021). What the BERT? Fine-tuning KB-BERT for Question Classification. Unpublished manuscript, School of Electrical Engineering and Computer Science, KTH. |
| Related datasets | |
| II. USAGE | |
| Key applications | Machine learning, EAT Classification |
| Intended task(s)/usage(s) | Evaluate models by standard classification |
| Recommended evaluation measures | Accuracy |
| Dataset function(s) | Testing |
| Recommended split(s) | Test only |
| III. DATA | |
| Primary data* | Text |
| Language* | Swedish |
| Dataset in numbers* | 5451 questions in training set, 500 in test set. |
| Nature of the content* | Open ended factoid questions. |
| Format* | Comma-separated, four columns: |
| text -- the open ended factoid question | |
| verbose label -- both the coarse-grained label and the fine-grained label formatted as COARSE:fine | |
| coarse label -- coarse-grained label | |
| fine label -- fine-grained label | |
| Data source(s)* | Translated from the QAQC dataset (https://cogcomp.seas.upenn.edu/Data/QA/QC/) |
| Data collection method(s)* | -- |
| Data selection and filtering* | -- |
| Data preprocessing* | -- |
| Data labeling* | -- |
| Annotator characteristics | |
| IV. ETHICS AND CAVEATS | |
| Ethical considerations | "Some outdated treatment of women (eg "Vilka är de sexigaste kvinnorna i världen?")" |
| Things to watch out for | |
| V. ABOUT DOCUMENTATION | |
| Data last updated* | 2021-07-27 |
| Which changes have been made, compared to the previous version* | First version |
| Access to previous versions | |
| This document created* | 2021-07-27 |
| This document last updated* | 2023-06-08 |
| Where to look for further details | |
| Documentation template version* | |
| VI. OTHER | |
| Related projects | |
| References |