Cross-Target Stance Detection: A Survey of Techniques, Datasets, and Challenges

PJ Khiabani, A Zubiaga - arXiv preprint arXiv:2409.13594, 2024 - arxiv.org
Stance detection is the task of determining the viewpoint expressed in a text towards a given
target. A specific direction within the task focuses on cross-target stance detection, where a …

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model

F Niu, Z Cheng, X Fu, X Peng, G Dai, Y Chen… - Proceedings of the …, 2024 - dl.acm.org
Stance detection, which aims to identify public opinion towards specific targets using social
media data, is an important yet challenging task. With the proliferation of diverse multimodal …

Knowledge-Augmented Interpretable Network for Zero-Shot Stance Detection on Social Media

B Zhang, D Ding, Z Huang, A Li, Y Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Stance detection on social media has become increasingly important for understanding
public opinions on controversial issues. Existing methods often require large amounts of …

A Challenge Dataset and Effective Models for Conversational Stance Detection

F Niu, M Yang, A Li, B Zhang, X Peng… - arXiv preprint arXiv …, 2024 - arxiv.org
Previous stance detection studies typically concentrate on evaluating stances within
individual instances, thereby exhibiting limitations in effectively modeling multi-party …