OpenCodePapers

natural-language-understanding-on-streusle

Natural Language Understanding
Dataset Link
Results over time
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PaperCodeTags (Full) AccRole F1 (Preps)Function F1 (Preps)Full F1 (Preps)ModelNameReleaseDate
Lexical Semantic Recognition✓ Link82.572.482.871.6BERT (pred POS/lemmas)2020-04-30
Lexical Semantic Recognition✓ Link82.071.981.070.9BERT (none)2020-04-30
Lexical Semantic Recognition✓ Link81.072.481.771.4BERT (gold POS/lemmas)2020-04-30
Lexical Semantic Recognition✓ Link79.361.0GloVe (gold POS/lemmas)2020-04-30
Lexical Semantic Recognition✓ Link77.558.1GloVe (none)2020-04-30
Lexical Semantic Recognition✓ Link77.158.0GloVe (pred POS/lemmas)2020-04-30
Comprehensive Supersense Disambiguation of English Prepositions and Possessives✓ Link62.273.458.9BiLSTM + MLP (gold syntax)2018-05-13
Comprehensive Supersense Disambiguation of English Prepositions and Possessives✓ Link62.271.059.5SVM (feature-rich, gold syntax)2018-05-13
Comprehensive Supersense Disambiguation of English Prepositions and Possessives✓ Link58.266.755.7SVM (feature-rich, auto syntax)2018-05-13
Comprehensive Supersense Disambiguation of English Prepositions and Possessives✓ Link56.366.753.6BiLSTM + MLP (auto syntax)2018-05-13
[]()78.2RoBERTa + Linear