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Datasets:
ctoraman
/
large-scale-hate-speech

Tasks:
Text Classification
Languages: English Turkish
Size Categories: 100K<n<1M
Tags: hate-speech hatespeech hate-speech-detection hatespeechdetection
License:
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An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 5 missing columns ({'Label_5', 'Label_1', 'Label_4', 'Label_3', 'Label_2'}) This happened while the csv dataset builder was generating data using hf://datasets/ctoraman/large-scale-hate-speech/toraman22_hate_speech_dataset_v2.csv (at revision 6b5403b383110f85519b4afef56dbd59c864dcf5) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Error code:   UnexpectedError

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TweetID
int64
LangID
int64
TopicID
int64
Label_1
int64
Label_2
int64
Label_3
int64
Label_4
int64
Label_5
int64
HateLabel
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End of preview.

This repository contains the utilized dataset in the LREC 2022 paper "Large-Scale Hate Speech Detection with Cross-Domain Transfer". This study mainly focuses hate speech detection in Turkish and English. In addition, domain transfer success between hate domains is also examined.

There are two dataset versions.

Dataset v1: The original dataset that includes 100,000 tweets per English and Turkish, published in LREC 2022. The annotations with more than 60% agreement are included.

Dataset v2: A more reliable dataset version that includes 68,597 tweets for English and 60,310 for Turkish. The annotations with more than 80% agreement are included.

For more details: https://github.com/avaapm/hatespeech/

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