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On the Fragility of Tasks under Composition: Implicit Budgeting in Language Models

Li, Chenpan et al.
arXiv (All) · Papers
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computation-and-languagemachine-learning
Modern language models are increasingly asked to handle several tasks within a single prompt. Doing so requires solving each task correctly while integrating the resulting answers into a coherent response. In this paper, we identify a fundamental limitation in this process, where models make substan
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