SOTAVerified

Sentence Classification

Papers

Showing 171180 of 303 papers

TitleStatusHype
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
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
On Dimensional Linguistic Properties of the Word Embedding SpaceCode0
Towards Understanding of Medical Randomized Controlled Trials by Conclusion GenerationCode0
Interpretable Network Structure for Modeling Contextual Dependency0
Retrofitting Contextualized Word Embeddings with Paraphrases0
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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