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مجموعات البيانات
الموسوعة
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نماذج LLM
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الرئيسية
SOTA
تصنيف النصوص
Text Classification On Mr
Text Classification On Mr
المقاييس
Accuracy
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Accuracy
Paper Title
Repository
BERT
86.94
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
-
ALBERTv2
86.02
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
-
ERNIE 2.0
88.97
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
-
ERNIE 2.0 (optimized)
89.53
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
-
DistilBERT
85.31
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
-
RoBERTa
89.42
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
-
SSGC
76.7
Simple Spectral Graph Convolution
VLAWE
93.3
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation
-
RoBERTaGCN
89.7
BertGCN: Transductive Text Classification by Combining GCN and BERT
-
DeBERTa
90.21
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
-
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