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cs.CL2023
Topic Segmentation of Semi-Structured and Unstructured Conversational Datasets using Language Models
Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath +4
Breaking down a document or a conversation into multiple contiguous segments based on its semantic structure is an important and challenging problem in NLP, which can assist many d…
cs.CL2023
On Surgical Fine-tuning for Language Encoders
Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar +5
Fine-tuning all the layers of a pre-trained neural language encoder (either using all the parameters or using parameter-efficient methods) is often the de-facto way of adapting it…