Datasets:

pietrolesci
/

wikitoxic

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Text Classification

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hate-speech-detection

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This dataset has been created as an artefact of the paper AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets (Lesci and Vlachos, 2024). More info about this dataset in the appendix of the paper. This is the same dataset as OxAISH-AL-LLM/wiki_toxic. The only differences are:

Addition of a unique identifier, uid.
Addition of the indices, that is, 3 columns with the embeddings of 3 different sentence-transformers
- all-mpnet-base-v2
- multi-qa-mpnet-base-dot-v1
- all-MiniLM-L12-v2
Renaming of the label column to labels for easier compatibility with the transformers library.

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Models trained or fine-tuned on pietrolesci/wikitoxic

davidschulte/ESM_pietrolesci__wikitoxic_default

Updated Mar 28, 2025

Collections including pietrolesci/wikitoxic

AnchorAL

Artefacts for the paper "AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets" (Lesci and Vlachos, 2024) • 5 items • Updated Nov 12, 2024

Text Classification Datasets

A curated collection of common datasets for text classification • 12 items • Updated Nov 12, 2024 • 1

Paper for pietrolesci/wikitoxic

AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets

Paper • 2404.05623 • Published Apr 8, 2024 • 3