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05/07/2023
MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents
Learning semantically meaningful representations from scientific documen...
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05/06/2023
Residual Prompt Tuning: Improving Prompt Tuning with Residual Reparameterization
Prompt tuning is one of the successful approaches for parameter-efficien...
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01/29/2023
Progressive Prompts: Continual Learning for Language Models
We introduce Progressive Prompts - a simple and efficient approach for c...
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05/24/2022
Learning multi-scale functional representations of proteins from single-cell microscopy data
Protein function is inherently linked to its localization within the cel...
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05/23/2022
Improving language models fine-tuning with representation consistency targets
Fine-tuning contextualized representations learned by pre-trained langua...
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10/31/2019