Multilingual and Multimodal Topic Modelling with Pretrained Embeddings

15 November 2022

Papers citing "Multilingual and Multimodal Topic Modelling with Pretrained Embeddings"

6 / 6 papers shown

Title
An Image is Worth $K$ Topics: A Visual Structural Topic Model with Pretrained Image Embeddings Matías Piqueras Alexandra Segerberg Matteo Magnani Måns Magnusson Nataša Sladoje 56 0 0 14 Apr 2025
Neural Multimodal Topic Modeling: A Comprehensive Evaluation Felipe González-Pizarro Giuseppe Carenini VGen 50 1 0 26 Mar 2024
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling Shengqiong Wu Hao Fei Yixin Cao Lidong Bing Tat-Seng Chua 50 31 0 19 May 2023
Multilingual Molecular Representation Learning via Contrastive Pre-training Zhihui Guo P. Sharma Andy Martinez Liang Du Robin Abraham 43 29 0 18 Sep 2021
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 213 310 0 02 Mar 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 343 3,726 0 11 Feb 2021