Work

SPLIT: Stance and Persuasion Prediction with Multi-modal on Image and Textual Information

Year: 2023

Type: conference-paper

Abstract: Persuasiveness is a prominent personality trait that measures the extent to which a speaker can impact the beliefs, attitudes, intentions, motivations, and actions of their audience.The Im-ageArg task is a featured challenge at the 10th ArgMining Workshop during EMNLP 2023, focusing on harnessing the potential of the Im-ageArg dataset to advance techniques in multimodal persuasion.In this study, we investigate the utilization of dual-modality datasets and evaluate three distinct multi-modality models.By enhancing multi-modality datasets, we demonstrate both the advantages and constraints of cutting-edge models.

Source: Workshop on Argument Mining (ArgMining)

DOI: 10.18653/v1/2023.argmining-1.19

Authors: Jing Zhang, Shaojun Yu, Xuan Li, Jia Geng, Zhiyuan Zheng, Joyce Ho

Institutions: Emory University, Carnegie Mellon University, University of Miami, American Cancer Society

Language: English

Topic: Multimodal Machine Learning Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Science Foundation

Award: CAREER: Aequitas: A comprehensive machine learning framework to decode health disparities