SOTAVerified

Sentence Classification

Papers

Showing 151160 of 303 papers

TitleStatusHype
Design and Evaluation of SentiEcon: a fine-grained Economic/Financial Sentiment Lexicon from a Corpus of Business News0
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word RepresentationsCode0
Posterior Calibrated Training on Sentence Classification TasksCode0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension0
Cross-lingual Information Retrieval with BERTCode0
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots0
CLUE: A Chinese Language Understanding Evaluation BenchmarkCode2
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User ReviewsCode1
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced DataCode1
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding0
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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