Towards vision-language mechanistic interpretability: A causal tracing tool for blip V Palit, R Pandey, A Arora, PP Liang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 9 | 2023 |
Knowledge graph guided semantic evaluation of language models for user trust K Roy, T Garg, V Palit 2023 IEEE Conference on Artificial Intelligence (CAI), 234-236, 2023 | 7 | 2023 |
QA-RAG: Leveraging Question and Answer-based Retrieved Chunk Re-Formatting for Improving Response Quality During Retrieval-augmented Generation K Roy, Y Zi, C Shyalika, R Prasad, S Murali, V Palit, A Sheth Preprints, 2024 | | 2024 |
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Noise-free Text-Image Corruption and Evaluation M Golovanesky, W Rudman, V Palit, R Singh, C Eickhoff arXiv preprint arXiv:2406.16320, 2024 | | 2024 |
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions S Mohammadi, E Raff, J Malekar, V Palit, F Ferraro, M Gaur arXiv preprint arXiv:2406.12058, 2024 | | 2024 |