SOTAVerified

Sentence Classification

Papers

Showing 101125 of 303 papers

TitleStatusHype
Empirical Evaluation of RNN Architectures on Sentence Classification Task0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension0
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification0
Adapting Pre-trained Language Models for Quantum Natural Language Processing0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications0
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention0
A Simple and Effective Model for Multi-Hop Question Generation0
Deep Learning on Graphs for Natural Language Processing0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 20220
Deep Learning Models For Multiword Expression Identification0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts0
Feature Stacking for Sentence Classification in Evidence-Based Medicine0
Figure Descriptive Text Extraction using Ontological Representation0
Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding0
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events0
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark0
A Metric Learning Approach to Misogyny Categorization0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification0
Grammar-aware sentence classification on quantum computers0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images0
``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms0
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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