Shreeyash Gowaikar

ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models

Over the past decade, analogies, in the form of word-level analogies, have played a significant role as an intrinsic measure of evaluating the quality of word embedding methods such as word2vec. Modern large language models (LLMs), however, are primarily evaluated on extrinsic measures based on benc…