2023
Analyzing Text Representations by Measuring Task Alignment
ACL 2023short
Textual representations based on pre-trained language models are key, especially in few-shot learning scenarios. What makes a representation good for text classification? Is it due to the geometric properties of the space or because it is well aligned with the task? We hypothesize the second claim.…