54 citations · 221 across the 11 of their papers we have counts for
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cs.LG2023★ 4 cited
The Transient Nature of Emergent In-Context Learning in Transformers
Aaditya K. Singh, Stephanie C. Y. Chan, Ted Moskovitz +3
Transformer neural networks can exhibit a surprising capacity for in-context learning (ICL) despite not being explicitly trained for it. Prior work has provided a deeper understand…
cs.LG2023★ 10 cited
Passive learning of active causal strategies in agents and language models
Andrew Kyle Lampinen, Stephanie C Y Chan, Ishita Dasgupta +2
What can be learned about causality and experimentation from passive data? This question is salient given recent successes of passively-trained language models in interactive domai…