SOTAVerified

Sentence Classification

Papers

Showing 161170 of 303 papers

TitleStatusHype
Iterative Data Programming for Expanding Text Classification Corpora0
An Empirical Study of Factors Affecting Language-Independent Models0
Neural Simile Recognition with Cyclic Multitask Learning and Local AttentionCode0
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AICode0
Improving Robustness of Task Oriented Dialog Systems0
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streamsCode0
A Joint Model for Definition Extraction with Syntactic Connection and Semantic ConsistencyCode0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data0
On Dimensional Linguistic Properties of the Word Embedding SpaceCode0
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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