SOTAVerified

Sentence Classification

Papers

Showing 4150 of 303 papers

TitleStatusHype
Convolutional Neural Networks for Sentence ClassificationCode1
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence BenchmarksCode0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks0
Analyzing the Evolution of Graphs and Texts0
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers0
Constructing the CORD-19 Vaccine Dataset0
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 Models0
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
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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