With the widespread availability of multiple data sources, such as image, audio-video, and text data, automatic summarization of multimodal data is becoming an important technology in decision support. This paper presents a comprehensive survey and summary of the main articles in the field of ...
基于大型语言模型的自主代理调查A survey on large language model based autonomous agents 作者简介:*,冯学阳*,张泽宇,杨浩,张敬森,陈志远,唐家凯,陈旭(*),林岩凯(*),赵伟鑫、魏哲伟、温继荣 *, X…
To the best of our knowledge, no prior work has compared multimodal event detection based on these two criteria. This survey aims to bridge this gap. Specifically, we propose a new taxonomy of event detection techniques based on their temporal orientation, further distinguishing different families ...
The goal of this article is to provide a comprehensive survey on deep multimodal representation learning and suggest the future direction in this active field.Generally,themachine learning tasks based on multimodal data include three necessary steps: modality-specific features extracting, multimodal represe...
This survey aims at providing multimedia researchers with a state-of-the-art overview of fusion strategies, which are used for combining multiple modalities in order to accomplish various multimedia analysis tasks. The existing literature on multimodal fusion research is presented through several classific...
Multimodal sentiments have become the challenge for the researchers and are equally sophisticated for an appliance to understand. One of the studies that support MS problems is a MSA, which is the training of emotions, attitude, and opinion from the audiovisual format. This survey article covers ...
The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges arXiv 04 Mar 2023 Paper A Survey on Multimodal Large Language Models arXiv 23 Jun 2023 Paper Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT...
A survey of multiple types of text summarization with their satellite contents based on swarm intelligence optimization algorithms. Knowl. Based Syst. 2019, 163, 518–532. [Google Scholar] [CrossRef] Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and ...
A Survey of Surveys (NLP & ML) In this document, we survey hundreds of survey papers on Natural Language Processing (NLP) and Machine Learning (ML). We categorize these papers into popular topics and do simple counting for some interesting problems. In addition, we show the list of the pa...
Wang, “Deep multimodal representation learning: A survey,” IEEE Access, 2019. [62] B. P. Yuhas, M. H. Goldstein, and T. J. Sejnowski, “Integration of acoustic and visual speech signals using neural networks,” IEEE Communications Magazine, 1989. [63] A. A. Lazarus et al., ...