System 2 Attention (S2A).
- Soft attention in Transformers is susceptible to irrelevant/biased info
- S2A uses LLM reasoning to generate what to attend to
Improves factuality & objectivity, decreases sycophancy.
https://arxiv.org/abs/2311.11829
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