Search Results for author: Saloni Chalkapurkar

Found 1 papers, 1 papers with code

On Surgical Fine-tuning for Language Encoders

1 code implementation25 Oct 2023 Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan

We show evidence that for different downstream language tasks, fine-tuning only a subset of layers is sufficient to obtain performance that is close to and often better than fine-tuning all the layers in the language encoder.

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