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Text Classification

Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning
·1712 words·9 mins· loading · loading
AI Generated 🤗 Daily Papers Natural Language Processing Text Classification 🏢 Telecom SudParis
Few-shot learning empowers cross-lingual audio abuse detection using pre-trained models, achieving high accuracy in low-resource Indian languages.
LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification
·2350 words·12 mins· loading · loading
AI Generated 🤗 Daily Papers Natural Language Processing Text Classification 🏢 Jožef Stefan Institute
Researchers developed a multilingual news topic classifier using a teacher-student framework and GPT-40 for automatic data annotation, achieving high performance without manual annotation.