IEEE

Evaluating the Effectiveness of Advanced Language Models in Detecting and Mitigating Hallucinations Using Structured Question- Answering, Novel Metrics, and Post-Hoc Retrieval

Abstract: In the rapidly evolving field of Artificial Intelligence (AI), Large Language Models (LLMs) have demonstrated significant potential across various Natural Language Processing (NLP) ...
IEEE

Zero-Shot Knowledge-Based Visual Question Answering with Frozen Language Models

Abstract: Knowledge-based Visual Question Answering (VQA) is a challenging task that requires models to access external knowledge for reasoning. Large Language Models (LLMs) have recently been ...