Investigating Symbolic Capabilities of Large Language Models

Prompting techniques have significantly enhanced the capabilities of Large Language Models (LLMs) across various complex tasks, including reasoning, planning, and solving math word problems. However, most research has predominantly focused on language-based reasoning and word problems, often overloo...

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Veröffentlicht in:	arXiv.org 2024-05
Hauptverfasser:	Neisarg Dave, Kifer, Daniel, C Lee Giles, Mali, Ankur
Format:	Artikel
Sprache:	eng
Schlagworte:	Context Large language models Multiplication Reasoning Task complexity
Online-Zugang:	Volltext
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