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cs.CL2024★ 1 cited
Steering Without Side Effects: Improving Post-Deployment Control of Language Models
Asa Cooper Stickland, Alexander Lyzhov, Jacob Pfau +2
Language models (LMs) have been shown to behave unexpectedly post-deployment. For example, new jailbreaks continually arise, allowing model misuse, despite extensive red-teaming an…
cs.CL2024★ 4 cited
Let's Think Dot by Dot: Hidden Computation in Transformer Language Models
Jacob Pfau, William Merrill, Samuel R. Bowman
Chain-of-thought responses from language models improve performance across most benchmarks. However, it remains unclear to what extent these performance gains can be attributed to…