Identifying Temporal Features within Transcoders for Time Sensitive Factual Recall
Large Language Models (LLMs) suffer from temporal misalignment, often due to the contradictory nature of their training corpora. While current mitigation strategies rely on computationally expensive fine-tuning or context-heavy retrieval augmented generation (RAG), the internal mechanisms governing time-sensitive recal...
Sanjay Govindan, Yang Song, M. Pagnucco
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