2 papers
cs.CL2025
Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models
Dante Campregher, Yanxu Chen, Sander Hoffman +1
This paper presents a reproducibility study examining how Large Language Models (LLMs) manage competing factual and counterfactual information, focusing on the role of attention he…
cs.CL2025
On the Generalizability of "Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals"
Asen Dotsinski, Udit Thakur, Marko Ivanov +2
We present a reproduction study of "Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals" (Ortu et al., 2024), which investigates competition of…