Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
German
Size:
10K - 100K
Tags:
Sentiment Analysis
License:
| language: | |
| - de | |
| license: cc-by-nc-4.0 | |
| tags: | |
| - Sentiment Analysis | |
| size_categories: | |
| - 10K<n<100K | |
| task_categories: | |
| - text-classification | |
| pretty_name: GermEval 2017 – Shared Task on Aspect-based Sentiment Analysis Dataset | |
| configs: | |
| - config_name: default | |
| sep: "\t+" | |
| column_names: ["ID", "Text", "Relevance", "Sentiment", "Aspect:Polarity"] | |
| data_files: | |
| - split: train | |
| path: "train-2017-09-15.tsv" | |
| - split: test_dia | |
| path: "test_dia-2017-09-15.tsv" | |
| - split: test_syn | |
| path: "test_syn-2017-09-15.tsv" | |
| - split: dev | |
| path: "dev-2017-09-15.tsv" | |
| # GermEval 2017 Shared Task on Aspect-based Sentiment in Social Media Customer Feedback | |
| This Dataset is from the GermEval Task 2017 - Shared Task on Aspect-based Sentiment in Social Media Customer Feedback | |
| The original website with detailed information about the Task can be found [here](https://sites.google.com/view/germeval2017-absa) | |
| ## Format | |
| The data is provided as TSV. There are two Testsets (synchronic and diachronic) | |
| ``ID <tab> Text <tab> Relevance <tab> Sentiment <tab> Aspect:Polarity (whitespace separated)`` | |
| ## Annotation Guidelines | |
| The annotation guidelines in German can be found [here](http://ltdata1.informatik.uni-hamburg.de/germeval2017/Guidelines_DB_v4.pdf). | |
| ### Licensing Information | |
| The data is published under a creative commons by nc (4.0) licence | |
| ### Citation Information | |
| [Proceedings](https://www.inf.uni-hamburg.de/en/inst/ab/lt/publications/2017-wojatzkietal-germeval2017-proceedings.pdf) | |
| ``` | |
| @inproceedings{germevaltask2017, | |
| title = {{GermEval 2017: Shared Task on Aspect-based Sentiment in Social Media Customer Feedback}}, | |
| author = {Michael Wojatzki and Eugen Ruppert and Sarah Holschneider and Torsten Zesch and Chris Biemann}, | |
| year = {2017}, | |
| booktitle = {Proceedings of the GermEval 2017 – Shared Task on Aspect-based Sentiment in Social Media Customer Feedback}, | |
| address={Berlin, Germany}, | |
| pages={1--12} | |
| } | |
| ``` |