2 papers
cs.CL2026
Identifying Temporal Features within Transcoders for Time Sensitive Factual Recall
Sanjay Govindan, Yang Song, Maurice Pagnucco
Large Language Models (LLMs) suffer from temporal misalignment, often due to the contradictory nature of their training corpora. While current mitigation strategies rely on computa…
cs.CL2025
Temporal Alignment of Time Sensitive Facts with Activation Engineering
Sanjay Govindan, Maurice Pagnucco, Yang Song
Large Language Models (LLMs) are trained on diverse and often conflicting knowledge spanning multiple domains and time periods. Some of this knowledge is only valid within specific…