SOTAVerified

Sentence Classification

Papers

Showing 5175 of 303 papers

TitleStatusHype
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification0
Adapting Pre-trained Language Models for Quantum Natural Language Processing0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention0
Effectively Crowdsourcing Radiology Report Annotations0
A Comparative Study of Neural Network Models for Sentence Classification0
Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks0
Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database0
Composing Structure-Aware Batches for Pairwise Sentence Classification0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks0
Constructing the CORD-19 Vaccine Dataset0
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification0
Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction0
Causal Augmentation for Causal Sentence Classification0
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening0
Effective Data Augmentation for Sentence Classification Using One VAE per Class0
EICA at SemEval-2017 Task 4: A Simple Convolutional Neural Network for Topic-based Sentiment Classification0
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues0
A Hierarchical Neural Network for Information Extraction of Product Attribute and Condition Sentences0
Disney at IEST 2018: Predicting Emotions using an Ensemble0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification0
Bootstrapped Training of Event Extraction Classifiers0
Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study0
DMix: Distance Constrained Interpolative Mixup0
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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