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Semantic Parsing on SMCalFlow-CS 16-C v1 & v2

60.3Accuracy v2Cover-LS (NoFT)
2.78817.71932.6547.581Dec 13, 2022

Evaluation results

MethodLinks
Cover-LS (NoFT)2022.1260.360.9
T5 Base (FT)Source=Qiu et al. 2022b2022.1243.6—
PaLM 62B (FT)Source=Qiu et al. 2022b2022.1234.7—
T5 Large (fine tuned w/o prompts)2022.1233.643
Top-K (NoFT)2022.1233.637.7
T5 11B (Prompt Tuning)Source=Qiu et al. 2022b2022.1210—
PaLM 540B (ICL)Source=Qiu et al. 2022b2022.125—
T5 Base + CSL-Aug (FT)Source=Qiu et al. 2022a2022.12—59