Enhancing lecture video navigation with AI generated summaries

MR Rahman, RS Koka, SK Shah, T Solorio… - Education and …, 2024 - Springer
Video is an increasingly important resource in higher education. A key limitation of lecture
video is that it is fundamentally a sequential information stream. Quickly accessing the …

WERECE: An Unsupervised Method for Educational Concept Extraction Based on Word Embedding Refinement

J Huang, R Ding, X Wu, S Chen, J Zhang, L Liu… - Applied Sciences, 2023 - mdpi.com
The era of educational big data has sparked growing interest in extracting and organizing
educational concepts from massive amounts of information. Outcomes are of the utmost …

Multistage Mixed-Attention Unsupervised Keyword Extraction for Summary Generation

D Wu, P Cheng, Y Zheng - Applied Sciences, 2024 - mdpi.com
Summary generation is an important research direction in natural language processing.
Aimed at the problems of redundant information processing difficulties and an inability to …

Automatic keyword assignment system for medical research articles using nearest-neighbor searches

F Dilmaç, A Alpkoçak - Turkish Journal of Electrical …, 2022 - journals.tubitak.gov.tr
Assigning accurate keywords to research articles is increasingly important concern.
Keywords should be selected meticulously to describe the article well since keywords play …

EdgeGraph: Revisiting Statistical Measures for Language Independent Keyphrase Extraction Leveraging on Bi-grams

M Garg, A Gupta - … of the 19th International Conference on Natural …, 2022 - aclanthology.org
The NLP research community resort conventional Word Co-occurrence Network (WCN) for
keyphrase extraction using random walk sampling mechanism such as PageRank algo …

A Lightweight Keyword Extraction Algorithm Using a Term Weighting Scheme with Word Features

S Thaiprayoon, H Unger - Proceedings of the 2023 15th International …, 2023 - dl.acm.org
The rapid growth of numerous collections of unstructured text increases the need to extract
meaningful information. This paper proposes a new lightweight keyword extraction algorithm …

Multilevel Hypernode Graphs for Effective and Efficient Entity Linking

D Montero, J Martínez, J Yebes - Proceedings of TextGraphs-16 …, 2022 - aclanthology.org
Abstract Information extraction on documents still remains a challenge, especially when
dealing with unstructured documents with complex and variable layouts. Graph Neural …