Multimodal News Article Analysis

Arnau Ramisa

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence

Early Career. Pages 5136-5140.

https://doi.org/10.24963/ijcai.2017/737

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Abstract

The intersection of Computer Vision and Natural Language Processing has been a hot topic of research in recent years, with results that were unthinkable only a few years ago. In view of this progress, we want to highlight online news articles as a potential next step for this area of research. The rich interrelations of text, tags, images or videos, as well as a vast corpus of general knowledge are an exciting benchmark for high-capacity models such as the deep neural networks. In this paper we present a series of tasks and baseline approaches to leverage corpus such as the BreakingNews dataset.

Keywords

  • Machine Learning: Deep Learning
  • Natural Language Processing: Information Retrieval
  • Natural Language Processing: Resources and Evaluation
  • Robotics and Vision: Vision and Perception
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