Source Themes

Training Plug-n-Play Knowledge Modules with Deep Context Distillation
Lucas Caccia, Alan Ansell, Edoardo Maria Ponti, Ivan Vulić, Alessandro Sordoni
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Scaling Sparse Fine-Tuning to Large Language Models
Alan Ansell, Ivan Vulić, Hannah Sterz, Anna Korhonen, Edoardo Maria Ponti
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Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity
Alan Ansell, Marinela Parović, Ivan Vulić, Anna Korhonen, Edoardo Maria Ponti
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Cross-Lingual Transfer with Target Language-Ready Task Adapters
Marinela Parović, Alan Ansell, Ivan Vulić, Anna Korhonen
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Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić
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Composable Sparse Fine-Tuning for Cross-Lingual Transfer
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić
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MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer
Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavaš, Ivan Vulić, Anna Korhonen
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PolyLM: Learning about Polysemy through Language Modeling
Alan Ansell, Felipe Bravo-Marquez, Bernhard Pfahringer
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