SOTAVerified

Sentence Classification

Papers

Showing 251275 of 303 papers

TitleStatusHype
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks0
Constructing the CORD-19 Vaccine Dataset0
Construction of English Resume Corpus and Test with Pre-trained Language Models0
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 20240
Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers0
Coordination Generation via Synchronized Text-Infilling0
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning0
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data0
Causal Augmentation for Causal Sentence Classification0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification0
Using Context Information for Dialog Act Classification in DNN Framework0
Structure Representation Learning by Jointly Learning to Pool and Represent0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification0
Bootstrapped Training of Event Extraction Classifiers0
Deep Learning Models For Multiword Expression Identification0
Deep Learning on Graphs for Natural Language Processing0
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.0
Suggestion Mining from Opinionated Text0
Dependency Based Embeddings for Sentence Classification Tasks0
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
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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