A comparison of chain-of-thought reasoning strategies across datasets and models

Emergent chain-of-thought (CoT) reasoning capabilities promise to improve the performance and explainability of large language models (LLMs). However, uncertainties remain about how reasoning strategies formulated for previous model generations generalize to new model generations and different datas...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Konstantin Hebenstreit, Robert Praas, Louis P. Kiesewetter, Matthias Samwald
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: PeerJ Inc. 2024-04-01
Cyfres:PeerJ Computer Science
Pynciau:
Mynediad Ar-lein:https://peerj.com/articles/cs-1999.pdf