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Mingfei Cheng

4 accepted papers

2024

CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models

ACL 2024long

Social media abounds with multimodal sarcasm, and identifying sarcasm targets is particularly challenging due to the implicit incongruity not directly evident in the text and image modalities. Current methods for Multimodal Sarcasm Target Identification (MSTI) predominantly focus on superficial indi…

2022

Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning

NAACL 2022findings

Massive false rumors emerging along with breaking news or trending topics severely hinder the truth. Existing rumor detection approaches achieve promising performance on the yesterday’s news, since there is enough corpus collected from the same domain for model training. However, they are poor at de…

2021

Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation

ICCV 2021poster

Curvilinear structure segmentation (CSS) is under semantic segmentation, whose applications include crack detection, aerial road extraction, and biomedical image segmentation. In general, geometric topology and pixel-wise features are two critical aspects of CSS. However, most semantic segmentation…

Cited by 54PDFScholar
2021

Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks

EMNLP 2021main

Rumors are rampant in the era of social media. Conversation structures provide valuable clues to differentiate between real and fake claims. However, existing rumor detection methods are either limited to the strict relation of user responses or oversimplify the conversation structure. In this study…