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Found 7 papers, 4 papers with code
Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records
Stroke is one of the leading causes of death and disability worldwide.
Multi label classification of Artificial Intelligence related patents using Modified D2SBERT and Sentence Attention mechanism
Patent classification is an essential task in patent information management and patent knowledge mining.
DAGAM: Data Augmentation with Generation And Modification
Finally, we propose Data Augmentation with Generation And Modification (DAGAM), which combines DAG and DAM techniques for a boosted performance.
Solar cell patent classification method based on keyword extraction and deep neural network
Solar cells are one of them, and accordingly, it can be said that the research value of solar cell patent analysis is very high.
Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention
So we propose a model based on bidirectional encoder representations from transformers (BERT) using the sequence attention method for automatic ICD code assignment.
Ranked #1 on
Multi-Label Text Classification
on MIMIC-III-50
A novel hybrid methodology of measuring sentence similarity
Deep learning methodology shows a state-of-the-art performance in many natural language processing fields and is used a lot in sentence similarity measurement methods.
Global and Local Information Adjustment for Semantic Similarity Evaluation
Therefore, in this study, we propose a model that uses global information and local information simultaneously to evaluate the semantic similarity of sentence pairs.
