SOTAVerified

Sentence Classification

Papers

Showing 271280 of 303 papers

TitleStatusHype
Design and Evaluation of SentiEcon: a fine-grained Economic/Financial Sentiment Lexicon from a Corpus of Business News0
DeSpin: a prototype system for detecting spin in biomedical publications0
Syllables for Sentence Classification in Morphologically Rich Languages0
Using Hedge Detection to Improve Committed Belief Tagging0
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling0
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines0
Disney at IEST 2018: Predicting Emotions using an Ensemble0
Syntactically Aware Neural Architectures for Definition Extraction0
DMix: Distance Constrained Interpolative Mixup0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9Unverified
2Structural-scaffoldsF184Unverified
3BiLSTM-Attention + ELMoF182.6Unverified
4Feature-Rich Random ForestF179.6Unverified
5BiLSTM-AttentionF177.2Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1Unverified
2SciBERTF170.98Unverified
3Structural-scaffoldsF167.9Unverified
4Random ForestF153Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71Unverified
2SciBERT (Base Vocab)F164.02Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6Unverified
2SciBERT (Base Vocab)F186.81Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99Unverified
2SciBERT (Base Vocab)F184.43Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9Unverified