Modular Deep Learning

Talks

Talks related to our survey paper.

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Modular and Parameter-Efficient Fine-Tuning for NLP Models
EMNLP 2022 Tutorial
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Modular and Composable Transfer Learning
Jonas Pfeiffer @ Cohere for AI
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Combining modular skills in multitask learning
Edoardo M. Ponti @ Microsoft Research Summit 2022

Authors

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Jonas Pfeiffer

Research Scientist
Google Research

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Sebastian Ruder

Research Scientist
Google Research

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Ivan Vulić

Principal Research Associate in Natural Language Processing and Royal Society University Research Fellow
University of Cambridge

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Edoardo M. Ponti

Lecturer in Natural Language Processing
University of Edinburgh