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03/28/2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning
This paper presents a systematic overview and comparison of parameter-ef...
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06/06/2022
Learning to Ask Like a Physician
Existing question answering (QA) datasets derived from electronic health...
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05/20/2022
Down and Across: Introducing Crossword-Solving as a New NLP Benchmark
Solving crossword puzzles requires diverse reasoning capabilities, acces...
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05/14/2021
BERT Busters: Outlier LayerNorm Dimensions that Disrupt BERT
Multiple studies have shown that BERT is remarkably robust to pruning, y...
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02/27/2020
A Primer in BERTology: What we know about how BERT works
Transformer-based models are now widely used in NLP, but we still do not...
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12/09/2016
