Multilingual LLMs Are Not Multilingual Thinkers: Evidence from Hindi Analogy Evaluation

Ashray Gupta, Rohan Joseph, Sunny Rai

Analogies test a model's ability to infer implicit relationships between concepts, making them a key benchmark for evaluating reasoning capabilities. While large language models (L…