8 天前 - … for text sentiment analysis combining the improved … -order CRF method was used
for text classification. Here, the P, R… improved version of it, which is further classified through a …

18 天前 - … combines XAI with ensemble learning, utilizing multiple learning algorithms to improve
performance… Four classifiers were used for training and testing: Support Vector Machine (…

18 天前 - … a hybrid method combining k-… the performance of the BERTopic pipilines is superior
to that of the other models in terms of the potential to build classifiers with high performance. …

19 天前 - … ’ performance both in base machine learning classifiers … approach combined with
conventional text representation … In text classification, automatic text classifiers are built by …

25 天前 - … classifier which combines three classifier predictions with the most accuracy. We
assessed their performance … During their research, they go over various text mining systems to …

25 天前 - … classifiers on three text classification datasets. This experiment’s results show that,
within the domain of text classification… minor performance increases when combined with two …

25 天前 - … The study suggests that combining BERT embeddings with traditional … enhance
text classification and clustering models. Future work should focus on strategies for combining …

31 天前 - … combining the proposed FS and light stemming techniques improves Arabic text
classification performance [7… If a data set can be classified into two types using one straight line, …

32 天前 - … VLM performance on zero-shot text inputs. To address this shortcoming, we propose
an approach that combines parameterefficient … This strategy is designed to enhance open-…