Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish

In NLP, zero-shot classification (ZSC) is the task of assigning labels to textual data without any labeled examples for the target classes. A common method for ZSC is to fine-tune a language model on a Natural Language Inference (NLI) dataset and then use it to infer the entailment between the input...

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Veröffentlicht in:	arXiv.org 2024-04
Hauptverfasser:	Philippy, Fred, Haddadan, Shohreh, Guo, Siwen
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Datasets Dictionaries Labels Languages Translations Zero-shot learning
Online-Zugang:	Volltext
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