CONE: Embeddings for Complex Numerical Data Preserving Unit and Variable Semantics

Gyanendra Shrestha, Anna Pyayt, Michael Gubanov

Large pre-trained models (LMs) and Large Language Models (LLMs) are typically effective at capturing language semantics and contextual relationships. However, these models encounte…