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text-classification-on-mr

ClassificationText Classification
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PaperCodeAccuracyModelNameReleaseDate
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation✓ Link93.3VLAWE2019-02-23
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link90.21DeBERTa2022-11-30
BertGCN: Transductive Text Classification by Combining GCN and BERT✓ Link89.7RoBERTaGCN2021-05-12
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link89.53ERNIE 2.0 (optimized)2022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link89.42RoBERTa2022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link88.97ERNIE 2.02022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link86.94BERT2022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link86.02ALBERTv22022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link85.31DistilBERT2022-11-30
Simple Spectral Graph Convolution✓ Link76.7SSGC2021-01-01
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