Mikhail Tsirlin

“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors

Deep neural networks (DNNs) are often used for text classification due to their high accuracy. However, DNNs can be computationally intensive, requiring millions of parameters and large amounts of labeled data, which can make them expensive to use, to optimize, and to transfer to out-of-distribution…