most citedMRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

45 citations · 79 across the 3 of their papers we have counts for

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cs.CL2022★ 45 cited

MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

Ehud Karpas, Omri Abend, Yonatan Belinkov +14

Huge language models (LMs) have ushered in a new era for AI, serving as a gateway to natural-language-based knowledge tasks. Although an essential element of modern AI, LMs are als…

cs.CL2022★ 20 cited

Standing on the Shoulders of Giant Frozen Language Models

Yoav Levine, Itay Dalmedigos, Ori Ram +10

Huge pretrained language models (LMs) have demonstrated surprisingly good zero-shot capabilities on a wide variety of tasks. This gives rise to the appealing vision of a single, ve…