SOTAVerified

Sentence Classification

Papers

Showing 1–10 of 303 papers

TitleStatusHype
A Personalized Conversational Benchmark: Towards Simulating Personalized ConversationsCode1
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence BenchmarksCode0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks—0
Cyber-Attack Technique Classification Using Two-Stage Trained Large Language ModelsCode3
Multi-label Sequential Sentence Classification via Large Language ModelCode1
Analyzing the Evolution of Graphs and Texts—0
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers—0
Constructing the CORD-19 Vaccine Dataset—0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models—0
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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