Re-evaluating automatic metrics for image captioning

M Kilickaya, A Erdem, N Ikizler-Cinbis… - arXiv preprint arXiv …, 2016 - arxiv.org
The task of generating natural language descriptions from images has received a lot of
attention in recent years. Consequently, it is becoming increasingly important to evaluate …

Choosing linguistics over vision to describe images

A Gupta, Y Verma, C Jawahar - Proceedings of the AAAI conference on …, 2012 - ojs.aaai.org
In this paper, we address the problem of automatically generating human-like descriptions
for unseen images, given a collection of images and their corresponding human-generated …

Automatic description generation from images: A survey of models, datasets, and evaluation measures

R Bernardi, R Cakici, D Elliott, A Erdem, E Erdem… - Journal of Artificial …, 2016 - jair.org
Automatic description generation from natural images is a challenging problem that has
recently received a large amount of interest from the computer vision and natural language …