2 papers
cs.CL2024
Towards Building Efficient Sentence BERT Models using Layer Pruning
Anushka Shelke, Riya Savant, Raviraj Joshi
This study examines the effectiveness of layer pruning in creating efficient Sentence BERT (SBERT) models. Our goal is to create smaller sentence embedding models that reduce compl…
cs.CL2024
Universal Cross-Lingual Text Classification
Riya Savant, Anushka Shelke, Sakshi Todmal +3
Text classification, an integral task in natural language processing, involves the automatic categorization of text into predefined classes. Creating supervised labeled datasets fo…