563 citations · 597 across the 13 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.CL2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
Han Wang, Archiki Prasad, Elias Stengel-Eskin +1
Knowledge conflict arises from discrepancies between information in the context of a large language model (LLM) and the knowledge stored in its parameters. This can hurt performanc…
cs.CL2024
Soft Self-Consistency Improves Language Model Agents
Han Wang, Archiki Prasad, Elias Stengel-Eskin +1
Generations from large language models (LLMs) can be improved by sampling and scoring multiple solutions to select a final answer. Current "sample and select" methods such as self-…