Papers by Prabhash Meharia
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models (2024.findings-emnlp)
Copied to clipboard
| Challenge: | a growing need to understand and alleviate FMs' propensity to produce hallucinated outputs, especially in high-stakes applications. |
| Approach: | They propose a framework for detecting and mitigating hallucination in FMs . they synthesize recent advancements in detection and mitigation techniques . |
| Outcome: | The proposed framework provides valuable insights for researchers, developers, and practitioners. |