2026-10-11T21:10:32Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33812357 2026-09-15T17:44:29Z category_734 category_931 category_106 portal_5 item_type_3 month_year_09_2026

<p>Comparison of experimental results of multimodal ablation.</p> Jie Zhang (64655) Jianbang Liu (10137567) Zhaosheng Xu (3904693) Biological Sciences not elsewhere classified Information Systems not elsewhere classified Science Policy quantization model maintains experimental results show enhance contextual modeling dynamic weighting strategy cross language tasks bidirectional long short optimization method achieved method performs well stacking strategy increases hierarchical attention mechanism attention </ p stacking method attention structure attention ). xlink "> word vectors term memory study focuses sentiment classification sentiment analysis research provides precision solution multiple models multiple dimensions multimodal scenarios modal features low latency innovative multi fuse multi f1 score complex texts auc value adjective recognition 10000qps concurrency <p>Comparison of experimental results of multimodal ablation.</p> 2026-09-15T17:44:11Z Dataset Dataset 10.1371/journal.pone.0358103.t002 https://figshare.com/articles/dataset/_p_Comparison_of_experimental_results_of_multimodal_ablation_p_/33812357 CC BY 4.0