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Semantic Parsing on SMCalFlow-CS 32-C v1 & v2

64.7Accuracy (v2)Cover-LS (NoFT)
9.5823.8938.252.51Dec 13, 2022

Evaluation results

MethodLinks
Cover-LS (NoFT)2022.1264.775.1
T5 Base (FT)Source=Qiu et al. 2022b2022.1258.9—
T5 Large (fine tuned w/o prompts)2022.1253.656.1
PaLM 62B (FT)Source=Qiu et al. 2022b2022.1251.1—
Top-K (NoFT)2022.1243.949.6
T5 11B (Prompt Tuning)Source=Qiu et al. 2022b2022.1223.6—
PaLM 540B (ICL)Source=Qiu et al. 2022b2022.1211.7—
T5 Base + CSL-Aug (FT)Source=Qiu et al. 2022a2022.12—70.4