283 citations · 329 across the 17 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Learning to Steer: Input-dependent Steering for Multimodal LLMs
Jayneel Parekh, Pegah Khayatan, Mustafa Shukor +3
Steering has emerged as a practical approach to enable post-hoc guidance of LLMs towards enforcing a specific behavior. However, it remains largely underexplored for multimodal LLM…
cs.LG2024★ 3 cited
A Concept-Based Explainability Framework for Large Multimodal Models
Jayneel Parekh, Pegah Khayatan, Mustafa Shukor +2
Large multimodal models (LMMs) combine unimodal encoders and large language models (LLMs) to perform multimodal tasks. Despite recent advancements towards the interpretability of t…