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- # Dataset Card for Multilingual Sarcasm Detection
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-
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- ## Table of Contents
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- - [Dataset Description](#dataset-description)
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- - [Dataset Summary](#dataset-summary)
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- - [Languages](#languages)
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- - [Dataset Structure](#dataset-structure)
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- - [Data Instances](#data-instances)
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- - [Data Fields](#data-instances)
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- - [Dataset Creation](#dataset-creation)
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- - [Curation Rationale](#curation-rationale)
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- - [Source Data](#source-data)
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-
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- ## Dataset Description
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-
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- - Repository: https://github.com/helinivan/multilingual-sarcasm-detector
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-
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- ### Dataset Summary
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-
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- Dataset consists of news article headlines in Dutch, English and Italian. The news article headlines are both from actual news sources and sarcastic/satirical newspapers. The news article is determined sarcastic/non-sarcastic based on the news article source.
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-
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- The sources of news articles are:
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- - The Huffington Post (en, non-sarcastic)
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- - The Onion (en, sarcastic)
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- - NOS (nl, non-sarcastic)
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- - De Speld (nl, sarcastic)
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- - Il Giornale (it, non-sarcastic)
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- - Lercio (it, sarcastic)
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-
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- ### Languages
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-
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- `en`, `nl`, `it`
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-
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- ## Dataset Structure
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-
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- ### Data Instances
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-
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- - total_length: 67,480
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- - sarcastic: 25,609
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- - non_sarcastic: 41,817
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- - english: 22,837
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- - dutch: 20,771
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- - italian: 23,871
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-
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- ### Data Fields
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-
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- - article_url: str
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- - article_title: str
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- - is_sarcastic: int
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- - lang: str
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- - title_length: int
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-
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- ## Dataset Creation
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-
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- ### Source Data
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-
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- - Selected all English news article titles from this Kaggle dataset: https://www.kaggle.com/datasets/rmisra/news-headlines-dataset-for-sarcasm-detection
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- - Randomly selected 15k Dutch non-sarcastic news article titles from this Kaggle dataset: https://www.kaggle.com/datasets/maxscheijen/dutch-news-articles
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-
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- Rest of the data is scraped directly from the newspapers.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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