IEEE/ICACT20260145 Slide.19        [Big Slide]       Oral Presentation
Finally, lets look at Table 5, which analyzes the runtime efficiency on the SciTLDR dataset.​ The last column, Total Eval Time, shows the total time required per article. It confirms that our ensemble approach is not only accurate but also lightweight. Even with the added complexity of the Language Models, the system remains fast enough for real-time applications in the scientific domain.​ ​

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