Results 11 to 20 of about 1,751 (215)
Modeling New Trends in Bone Regeneration, using the BERTopic Approach [PDF]
Regenerative Medicine, 2023 Aim: Bibliometric surveys are time-consuming endeavors, which cannot be scaled up to meet the challenges of ever-expanding fields, such as bone regeneration. Artificial intelligence, however, can provide smart tools to screen massive amounts of literature, and we relied on this technology to automatically identify research topics.
Guizzardi, Stefano +3 more
openaire +4 more sources
Air fare sentiment via Backtranslation-CNN-BiLSTM and BERTopic
PaladynCivil aviation passengers’ comments about airlines or airports on social media are the key to improving service quality. In order to make effective use of these data, in-depth analysis is needed to provide solid support for service improvement of ...
Ke Xijun +3 more
doaj +2 more sources
Unveiling and advancing grassland degradation research using a BERTopic modelling approach [PDF]
Journal of Integrative AgricultureGrassland degradation presents overwhelming challenges to biodiversity, ecosystem services, and the socio-economic sustainability of dependent communities. However, a comprehensive synthesis of global knowledge on the frontiers and key areas of grassland
Tong Li +13 more
doaj +2 more sources
Knowledge Discovery Through Topic Modeling on GoPartner User Reviews Using BERTopic, LDA, and NMF [PDF]
Journal of Applied Informatics and ComputingTransportation and food delivery services are one of the driving sectors of the digital economy in Indonesia. The e-Conomy SEA 2023 report shows that the transportation and food delivery services sector experienced a decrease in GMV in 2023 by 8% from ...
Metti Detricia Pratiwi, Ken Ditha Tania
doaj +2 more sources
MaartenGr/BERTopic: v0.13.0 [PDF]
, 2023 Highlights Calculate topic distributions with .approximate_distribution regardless of the cluster model used Generates topic distributions on a document- and token-levels Can be used for any document regardless of its size!
Tim Isbister +18 more
core +1 more source
MaartenGr/BERTopic: v0.15 [PDF]
, 2023 Highlights: Multimodal Topic Modeling Train your topic modeling on text, images, or images and text! Use the bertopic.backend.MultiModalBackend to embed images, text, both or even caption images!
Nils Reimers +10 more
core +1 more source
Analyzing Factors Affecting Overall Customer Satisfaction Using Hotel Ratings and Reviews With BERTopic and Three-Factor Theory [PDF]
SAGE OpenThis research was conducted to aid hotels in identifying and enhancing the hotel selection attributes that customers deem important for maintaining revenue and competitive advantage. Departing from conventional survey methods, we utilized BERTopic on the
Jun Li, Byunghyun Lee, Jaekyeong Kim
doaj +2 more sources
BERTops: Studying BERT Representations under a Topological Lens
2022 International Joint Conference on Neural Networks (IJCNN), 2022 Proposing scoring functions to effectively understand, analyze and learn various properties of high dimensional hidden representations of large-scale transformer models like BERT can be a challenging task. In this work, we explore a new direction by studying the topological features of BERT hidden representations using persistent homology (PH).
Jatin Chauhan, Manohar Kaul
openaire +2 more sources
Experiments on Generalizability of BERTopic on Multi-Domain Short Text
CoRR, 2022 Accepted poster presentation at WiNLP 2022, as a part of EMNLP 2022, 2 ...
Muriël de Groot +2 more
openaire +2 more sources
Enhancing API Documentation through BERTopic Modeling and Summarization
CoRR, 2023 As the amount of textual data in various fields, including software development, continues to grow, there is a pressing demand for efficient and effective extraction and presentation of meaningful insights. This paper presents a unique approach to address this need, focusing on the complexities of interpreting Application Programming Interface (API ...
AmirHossein Naghshzan, Sylvie Ratté
openaire +2 more sources