Shiyi Wei

Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency

Large Language Models (LLMs) have advanced Natural Language Processing (NLP) tasks but are limited in mathematical reasoning. To address this, few-shot examples are used in prompts for in-context learning. However, existing methods require annotated datasets, resulting in higher computational costs…