SOTAVerified

Sentence Classification

Papers

Showing 61–70 of 303 papers

TitleStatusHype
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question AnsweringCode0
Figure Descriptive Text Extraction using Ontological Representation—0
Construction of English Resume Corpus and Test with Pre-trained Language Models—0
AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classificationCode1
Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution ApproachCode0
SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity EvaluationCode1
Towards Classification of Legal Pharmaceutical Text using GAN-BERT—0
DMix: Adaptive Distance-aware Interpolative MixupCode0
Composing Structure-Aware Batches for Pairwise Sentence ClassificationCode0
DataMUX: Data Multiplexing for Neural NetworksCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9—Unverified
2Structural-scaffoldsF184—Unverified
3BiLSTM-Attention + ELMoF182.6—Unverified
4Feature-Rich Random ForestF179.6—Unverified
5BiLSTM-AttentionF177.2—Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1—Unverified
2SciBERTF170.98—Unverified
3Structural-scaffoldsF167.9—Unverified
4Random ForestF153—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71—Unverified
2SciBERT (Base Vocab)F164.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6—Unverified
2SciBERT (Base Vocab)F186.81—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99—Unverified
2SciBERT (Base Vocab)F184.43—Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9—Unverified