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Universal token classification
Collection of universal token classification (UTC) models capable in prompt-tuned manner to solve many information extraction tasks.
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GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks
Paper • 2406.12925 • Published • 23 -
knowledgator/UTC-DeBERTa-large-v2
Token Classification • Updated • 142 • 21 -
knowledgator/UTC-DeBERTa-base-v2
Token Classification • Updated • 21 -
knowledgator/UTC-DeBERTa-small-v2
Token Classification • Updated • 15 • 1 -
knowledgator/UTC-DeBERTa-small
Token Classification • Updated • 40 • 12 -
knowledgator/UTC-DeBERTa-large
Token Classification • Updated • 10 • 14 -
knowledgator/UTC-DeBERTA-base
Token Classification • Updated • 33 • 8
knowledgator/UTC-T5-large
Token Classification • Updated • 24 • 5Note Flan-T5-large encoder was choosen as backbone model.