75 citations · 372 across the 57 of their papers we have counts for
Showing cs.CLShow all
2 papers · 1 filter
cs.CL2025
PICASO: Permutation-Invariant Context Composition with State Space Models
Tian Yu Liu, Alessandro Achille, Matthew Trager +3
Providing Large Language Models with relevant contextual knowledge at inference time has been shown to greatly improve the quality of their generations. This is often achieved by p…
cs.CL2023★ 1 cited
Meaning Representations from Trajectories in Autoregressive Models
Tian Yu Liu, Matthew Trager, Alessandro Achille +3
We propose to extract meaning representations from autoregressive language models by considering the distribution of all possible trajectories extending an input text. This strateg…