instruction following 1multimodal reasoning 1parametric skill learning 1prefix-tuning 1skill composition 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge
Lucio M. Dery, Benedict Aaron Tjandra, Siavash Samiei +4
SkillSmith is a method that lets a large language model reason over both textual knowledge and prefix‑tuned model weights, enabling it to generate new parametric skill prefixes for…
cs.LG2026
Latent Space Communication via K-V Cache Alignment
Lucio M. Dery, Zohar Yahav, Henry Prior +3
Solving increasingly complex problems with large language models (LLMs) necessitates a move beyond individual models and towards multi-model systems that can effectively collaborat…