Monolingual and multilingual topic analysis using LDA and BERT embeddings

Q Xie, X Zhang, Y Ding, M Song - Journal of Informetrics, 2020 - Elsevier
Analyzing research topics offers potential insights into the direction of scientific
development. In particular, analyzing multilingual research topics can help researchers …

A word embedding-based approach to cross-lingual topic modeling

CH Chang, SY Hwang - Knowledge and Information Systems, 2021 - Springer
The cross-lingual topic analysis aims at extracting latent topics from corpora of different
languages. Early approaches rely on high-cost multilingual resources (eg, a parallel …

A case study and qualitative analysis of simple cross-lingual opinion mining

GJ Hagerer, WS Leung, Q Liu, H Danner… - arXiv preprint arXiv …, 2021 - arxiv.org
User-generated content from social media is produced in many languages, making it
technically challenging to compare the discussed themes from one domain across different …

Themenmodellierung in forensischen Kommunikationsdaten

JM Felser - 2023 - monami.hs-mittweida.de
Die Auswertung von Kurznachrichten, die auf mobilen Endgeräten gespeichert sind, nimmt
bei strafrechtlichen Ermittlungen immer mehr an Bedeutung zu. Häufig sind Ermittler hierbei …

[PDF][PDF] Mongolian-Chinese Cross-lingual Topic Detection Based on Knowledge Distillation

Y Wang, Y Ji, B Sun, QDEJ Ren, N Wu, N Liu, M Lu… - asianlp.sg
Most topic detection research focuses on crosslanguage information processing in
languages with abundant resources, such as English-Chinese and English-German, while …

Chinese-Vietnamese cross-language topic discovery method based on generative adversarial networks

LJ Xia, Z Yu, S Gao - … on Image, Signal Processing, and Pattern …, 2022 - spiedigitallibrary.org
The cross-language news topic discovery task aims to cluster news texts in different
languages that describe the same topic and classify the topic in the form of keywords. At …

[引用][C] 跨語言文字分析之研究

張家瑄

[引用][C] 跨語言引導式主題模型設計之研究

劉馨柔

[引用][C] 利用主題模型擷取跨語言專利和趨勢分析之研究

陳韻卉