Enhancing lecture video navigation with AI generated summaries
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 …
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 …
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 …
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
Assigning accurate keywords to research articles is increasingly important concern.
Keywords should be selected meticulously to describe the article well since keywords play …
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 …
keyphrase extraction using random walk sampling mechanism such as PageRank algo …
A Lightweight Keyword Extraction Algorithm Using a Term Weighting Scheme with Word Features
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 …
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 …
dealing with unstructured documents with complex and variable layouts. Graph Neural …