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ResearchFormerly WizWand

Natural Language Inference on MultiNLI matched (in-domain) RepEval 2017 (test)

76.8AccuracyOur ESIM
64.3267.5670.874.04Aug 4, 2017
Updated 8mo ago

Evaluation results

MethodLinks
Our ESIMimplementation=authors2017.0876.8
Ensembledensemble=true, RepEval 2017 participant=true2017.0874.9
YixinNie-UNC-NLPRepEval 2017 participant=true2017.0874.5
Single (Output Gate)gate_type=output2017.0873.7
Singleensemble=false, RepEval 2017 participant=true2017.0873.5
Single (Input Gate)gate_type=input, RepEval 2017 participant=true2017.0873.5
Single (Forget Gate)gate_type=forget2017.0872.9
Single - CharCNNcharacter_composition=removed2017.0872.9
Single - Gated-Attgated_attention=removed2017.0872.8
ESIM2017.0872.3
RivercornersRepEval 2017 participant=true, ensemble=true2017.0872.2
RivercornersRepEval 2017 participant=true, ensemble=false2017.0872.1
LCT-MALTARepEval 2017 participant=true2017.0870.7
Single - AbsDiff/Productelementwise_vector_comparison=removed2017.0869.7
TALP-UPCRepEval 2017 participant=true2017.0867.9
BiLSTM2017.0866.9
Single - Word Embeddingword_level_embedding=removed2017.0865.6
CBOW2017.0864.8