SOTAVerified

Sentence Classification

Papers

Showing 141150 of 303 papers

TitleStatusHype
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction0
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification0
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification0
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets0
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events0
Unified Humor Detection Based on Sentence-pair Augmentation and Transfer Learning0
Modularized Syntactic Neural Networks for Sentence Classification0
Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts0
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
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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