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    <abstract>Effective learning in digital environments depends on quick access to educational resources and timely support. We present AIDEN, an advanced, AI-driven virtual teaching assistant integrated into lectures, to provide meaningful support for students. AIDEN’s capabilities include reading lecture materials aloud, locating specific slides, automatic speaker notes generation, search through a video stream. Powered by state-of-the-art retrieval and text generation, AIDEN can be adapted to new lecture content with minimal manual adjustments, requiring only minor customization of data handling processes and model configurations. Through automated testing, we evaluated AIDEN’s performance across key metrics slide retrieval recall for questions, and alignment of generated speaker notes with ground-truth data. The evaluation underscores AIDEN’s potential to significantly enhance learning experiences by offering real-world application and rapid configurability to diverse learning materials.</abstract>
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%0 Conference Proceedings
%T AIDEN: Automatic Speaker Notes Creation and Navigation for Enhancing Online Learning Experience
%A Varanasi, Stalin
%A Butt, Umer
%A Neumann, Guenter
%A van Genabith, Josef
%Y Angelova, Galia
%Y Kunilovskaya, Maria
%Y Escribe, Marie
%Y Mitkov, Ruslan
%S Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era
%D 2025
%8 September
%I INCOMA Ltd., Shoumen, Bulgaria
%C Varna, Bulgaria
%F varanasi-etal-2025-aiden
%X Effective learning in digital environments depends on quick access to educational resources and timely support. We present AIDEN, an advanced, AI-driven virtual teaching assistant integrated into lectures, to provide meaningful support for students. AIDEN’s capabilities include reading lecture materials aloud, locating specific slides, automatic speaker notes generation, search through a video stream. Powered by state-of-the-art retrieval and text generation, AIDEN can be adapted to new lecture content with minimal manual adjustments, requiring only minor customization of data handling processes and model configurations. Through automated testing, we evaluated AIDEN’s performance across key metrics slide retrieval recall for questions, and alignment of generated speaker notes with ground-truth data. The evaluation underscores AIDEN’s potential to significantly enhance learning experiences by offering real-world application and rapid configurability to diverse learning materials.
%U https://aclanthology.org/2025.ranlp-1.150/
%P 1299-1303

Markdown (Informal)

[AIDEN: Automatic Speaker Notes Creation and Navigation for Enhancing Online Learning Experience](https://aclanthology.org/2025.ranlp-1.150/) (Varanasi et al., RANLP 2025)

• AIDEN: Automatic Speaker Notes Creation and Navigation for Enhancing Online Learning Experience (Varanasi et al., RANLP 2025)

ACL

• Stalin Varanasi, Umer Butt, Guenter Neumann, and Josef van Genabith. 2025. AIDEN: Automatic Speaker Notes Creation and Navigation for Enhancing Online Learning Experience. In Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era, pages 1299–1303, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria.