Texts

xP3

Introduced in Crosslingual Generalization through Multitask Finetuning2022

About this Dataset

xP3 is a multilingual dataset for multitask prompted finetuning. It is a composite of supervised datasets in 46 languages with English and machine-translated prompts.

Source: Crosslingual Generalization through Multitask Finetuning

Image Source: https://arxiv.org/pdf/2211.01786v1.pdf

Source: Crosslingual Generalization through Multitask Finetuning

Dataset Variants

xP3

Papers1

Crosslingual Generalization through Multitask Finetuning

Surprisingly, models are capable of zero-shot generalization to tasks in languages they have never intentionally seen and it is conjecture that the models are learning higher-level capabilities that are both task- and language-agnostic.

Tasks

EDIT

Text Summarization Coreference Resolution Translation Sentence Completion

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Statistics

Papers

1

Tasks

32

Introduced

2022

Modalities

Texts