Alleviating hallucination in large vision-language models with active retrieval augmentation
Despite the remarkable ability of large vision-language models (LVLMs) in image
comprehension, these models frequently generate plausible yet factually incorrect …
comprehension, these models frequently generate plausible yet factually incorrect …
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
Large Vision-Language Models (LVLMs) have demonstrated remarkable capabilities in
processing both visual and textual information. However, the critical challenge of alignment …
processing both visual and textual information. However, the critical challenge of alignment …
Bring Retrieval Augmented Generation to Google Gemini via External API: An Evaluation with BIG-Bench Dataset
H Lee, S Kim - 2024 - researchsquare.com
Abstract The integration of Retrieval Augmented Generation (RAG) into existing large
language models represents a significant shift towards more dynamic and context-aware AI …
language models represents a significant shift towards more dynamic and context-aware AI …