2 papers
cs.CL2025
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models
Simeng Han, Frank Palma Gomez, Tu Vu +6
Traditional text embedding benchmarks primarily evaluate embedding models' capabilities to capture semantic similarity. However, more advanced NLP tasks require a deeper understand…
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…