Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications.
Information Processing and Management（2015）
摘要
•A systematic overview of multilingual probabilistic topic modeling (MuPTM).•A tutorial on methodology, modeling, training, output, inference and evaluation of MuPTM.•Language-independent and language-pair independent data representations.•A model-independent framework and applications in various cross-lingual tasks.•A complete MuPTM-based framework for cross-lingual semantic similarity.
更多查看译文
关键词
Multilingual probabilistic topic models,Cross-lingual text mining,Cross-lingual knowledge transfer,Cross-lingual information retrieval,Language-independent data representation,Non-parallel data
AI 理解论文
溯源树
样例
生成溯源树，研究论文发展脉络
Chat Paper
正在生成论文摘要