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Semantic Parsing on ATIS length split

41.39AccuracyMultiset Tagging and Latent Permutations
-0.459610.405221.2732.1348May 26, 2023

Evaluation results

MethodLinks
Multiset Tagging and Latent PermutationsPre-training=RoBERTa, Grammar-based decoding=false2023.0541.39
Multiset Tagging and Latent PermutationsPre-training=None (LSTM+GloVe), Grammar-based decoding=false2023.0538.79
L'23Grammar-based decoding=true, Pre-training=false2023.0535.41
L'23Grammar-based decoding=false, Pre-training=false2023.0529.91
BART-basePre-training=BART2023.0519.03
LSTM seq2seq2023.054.95
Transformer2023.051.15