SOTAVerified

Sentence Classification

Papers

Showing 161170 of 303 papers

TitleStatusHype
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers0
L'optimisation du plongement de mots pour le fran : une application de la classification des phrases (Optimization of Word Embeddings for French : an Application of Sentence Classification)0
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts0
What Does a TextCNN Learn?0
Making Small Language Models Better Few-Shot Learners0
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts0
Towards Lower Bounds on Number of Dimensions for Word Embeddings0
MDG: Metaphorical Sentence Detection and Generation with Masked Metaphor Modeling0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification0
Towards the Extraction of Customer-to-Customer Suggestions from Reviews0
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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