4 papers
Retrieval-as-a-Service:A System-Oriented Analysis of Industrial Retrieval Pipelines in Web Systems
Fang Liu, Yuan Yuan, Yifan Dang +2
Retrieval systems have become a foundational infrastructure component in modern Web services, supporting applications such as content recommendation, advertising targeting, and API…
Adaptive Graph Convolution and Semantic-Guided Attention for Multimodal Risk Detection in Social Networks
Cuiqianhe Du, Chia-En Chiang, Tianyi Huang +1
This paper focuses on the detection of potentially dangerous tendencies of social media users in an innovative multimodal way. We integrate Natural Language Processing (NLP) and Gr…
Toward Verifiable Misinformation Detection: A Multi-Tool LLM Agent Framework
Zikun Cui, Tianyi Huang, Chia-En Chiang +1
With the proliferation of Large Language Models (LLMs), the detection of misinformation has become increasingly important and complex. This research proposes an innovative verifiab…
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media
Tianyi Huang, Zikun Cui, Cuiqianhe Du +1
Misleading text detection on social media platforms is a critical research area, as these texts can lead to public misunderstanding, social panic and even economic losses. This pap…