PULSE: Identifying Demonstration-Utility Features with Sparse Autoencoders

Chenduo Hao, Chuanbao Gao, Pinjun Zeng +4

In-context learning is highly sensitive to demonstration choice, yet most methods select demonstrations using external query-demonstration similarity. Such criteria can miss model-…