Convergent Emergence of In-Context Learning Across Modalities
The paper tests whether few-shot in-context learning shows the same task-difficulty pattern outside language.
The authors build a controlled task suite across language, genomes, integer sequences, time series, images, and proteins. Paired-mapping ICL appears in all six modalities and beats controlled baselines. The per-task gains are correlated across five modalities, supporting the convergent-emergence hypothesis only partly. Source: HF Daily Papers' note
The authors build a controlled task suite across language, genomes, integer sequences, time series, images, and proteins. Paired-mapping ICL appears in all six modalities and beats controlled baselines. The per-task gains are correlated across five modalities, supporting the convergent-emergence hypothesis only partly. Source: HF Daily Papers' note
score 5