Visual news: Benchmark and challenges in news image captioning

F Liu, Y Wang, T Wang, V Ordonez - arXiv preprint arXiv:2010.03743, 2020 - arxiv.org
… Visual News, the largest and most diverse news image captioning … images with news articles,
image captions, author information, … Visual News Captioner, a captioning method for news

Transform and tell: Entity-aware news image captioning

A Tran, A Mathews, L Xie - … of the IEEE/CVF conference on …, 2020 - openaccess.thecvf.com
… for news image captioning. Our model can incorporate real-world knowledge about entities
across different modalities and generate text with better linguistic diversity. The key modeling …

Journalistic guidelines aware news image captioning

X Yang, S Karaman, J Tetreault, A Jaimes - arXiv preprint arXiv …, 2021 - arxiv.org
… We propose a news image captioning model that generates captions through template
guidance and can also generate accurate named entities and cover a larger extent of the article. …

Image Captioning in news report scenario

T Liu, Q Cai, C Xu, Z Zhou, J Xiong, Y Qiao… - arXiv preprint arXiv …, 2024 - arxiv.org
image captioning specifically tailored for celebrity photographs, illustrating its broad potential
for enhancing news … [10,42] In image captioning task, we aim to generate relevant captions

Good news, everyone! context driven entity-aware captioning for news images

AF Biten, L Gomez, M Rusinol… - Proceedings of the …, 2019 - openaccess.thecvf.com
… ”, the largest news image captioning dataset in the literature … what extent the produced image
captions include the correct … important in the case of news image captioning, to the best of …

News image captioning based on text summarization using image as query

J Chen, H Zhuge - … on Semantics, Knowledge and Grids (SKG), 2019 - ieeexplore.ieee.org
news text to generate image captions. This paper proposes a news image captioning … -decoder
model through summarizing the news text according to query image. The multi-modal …

Fine-tuning with multi-modal entity prompts for news image captioning

J Zhang, S Fang, Z Mao, Z Zhang, Y Zhang - Proceedings of the 30th …, 2022 - dl.acm.org
… We evaluate on two large-scale and publicly available news image captioning datasets:
GoodNews [3], and NYTimes800k [29], with the latter being larger and containing longer articles…

HAN, image captioning, and forensics ensemble multimodal fake news detection

P Meel, DK Vishwakarma - Information Sciences, 2021 - Elsevier
… Hence, a multimodal fake news detection framework is … ) and visual image features using
image captioning and forensic … generating image caption and headline matching with news text …

Clipscore: A reference-free evaluation metric for image captioning

J Hessel, A Holtzman, M Forbes, RL Bras… - arXiv preprint arXiv …, 2021 - arxiv.org
… of image captions? After all, when humans assess the appropriateness of an image caption,
we do so just by looking at the image and … of two news image captioning models. For each …

Semantic interdisciplinary evaluation of image captioning models

U Sirisha, B Sai Chandana - Cogent Engineering, 2022 - Taylor & Francis
… involved in news image captioning is also outlined. We summarized the work across
various parameters used in news image captioning. News image captioning architectures are …