Word Analogy

Word analogy research explores how humans and artificial intelligence (AI) systems identify and utilize relationships between concepts, focusing on both simple word pairings and complex, paragraph-length analogies. Current research leverages large language models (LLMs) to generate and evaluate analogies, investigating their ability to capture semantic and syntactic structures, and benchmarking performance across various analogy types and complexities. This work is crucial for advancing AI's cognitive abilities, improving educational tools, and developing more robust natural language processing systems across diverse languages.