SOTAVerified

Sentence Classification

Papers

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Showing 51–75 of 303 papers

TitleStatusHype
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024—0
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning—0
Neural Architecture Search for Sentence Classification with BERTCode0
Task-Agnostic Detector for Insertion-Based Backdoor Attacks—0
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and InsightsCode0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications—0
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts—0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese—0
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening—0
SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification—0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification—0
Robustifying Language Models with Test-Time Adaptation—0
On the Dimensionality of Sentence Embeddings—0
Detecting Sexual Content at the Sentence Level in First Millennium Latin TextsCode0
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models—0
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks—0
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity RecognitionCode0
Resume Information Extraction via Post-OCR Text Processing—0
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsCode0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—0
Attack Named Entity Recognition by Entity Boundary Interference—0
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence EmbeddingsCode0
Adapting Pre-trained Language Models for Quantum Natural Language Processing—0
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
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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