Teaching by example: in-context learning
Behaviour changing without a single weight changing. When we measure it, it turns out to be a selection rather than a learning.
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Sources
- Brown, T. et al. 2020 · Language Models are Few-Shot Learners · NeurIPS 2020
- Xie, S. M. et al. 2022 · An Explanation of In-context Learning as Implicit Bayesian Inference · ICLR 2022
- Min, S. et al. 2022 · Rethinking the Role of Demonstrations · EMNLP 2022
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