SOTAVerified

Sentence Classification

Papers

Showing 1–10 of 303 papers

TitleStatusHype
Cyber-Attack Technique Classification Using Two-Stage Trained Large Language ModelsCode3
BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingCode3
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical AbstractsCode3
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric LearningCode2
ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERTCode2
CLUE: A Chinese Language Understanding Evaluation BenchmarkCode2
A Personalized Conversational Benchmark: Towards Simulating Personalized ConversationsCode1
Multi-label Sequential Sentence Classification via Large Language ModelCode1
Multi-Granularity Guided Fusion-in-DecoderCode1
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot ClassificationCode1
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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