Xingyi Song

Sun Yat-sen University — China

Social Sciences · Social Sciences

15h-index871citations80works3.22yr avg
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Research Topics

Misinformation and Its Impacts(31), Topic Modeling(24), Natural Language Processing Techniques(17), Hate Speech and Cyberbullying Detection(12), Spam and Phishing Detection(11)

Publications80 total

Magnetic Kirigami Metasurfaces with Reprogrammed Multifunctionalities
ACS Nano·2025
A Dataset for Analysing News Framing in Chinese Media
Proceedings of the International AAAI Conference on Web and Social Media·2025Open Access
The association between Vitamin D and breast cancer: A two-sample Mendelian randomization study
Eurasian Journal of Medicine and Oncology·2025Open Access
Efficient Annotator Reliability Assessment with EffiARA
arXiv (Cornell University)·2025Open Access
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media
2025· 1 citedOpen Access
Cross-modal augmentation for few-shot multimodal fake news detection
Engineering Applications of Artificial Intelligence·2025· 16 cited
Efficient Annotator Reliability Assessment with EffiARA
2025Open Access
Advanced oxidation processes mediated by Schwertmannite for the degradation of organic emerging contaminants: Mechanism and synergistic approach
Journal of Water Process Engineering·2024· 5 cited
A review for design, mechanism, fabrication, and application of magnetically responsive microstructured functional surface
International Journal of Extreme Manufacturing·2024· 9 citedOpen Access
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media
arXiv (Cornell University)·2024Open Access
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research
arXiv (Cornell University)·2024Open Access
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
arXiv (Cornell University)·2024· 1 citedOpen Access
Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence
arXiv (Cornell University)·2024Open Access
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
PLoS ONE·2024· 15 citedOpen Access
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science
2024
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets
2024
Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
arXiv (Cornell University)·2024· 4 citedOpen Access
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling
arXiv (Cornell University)·2024· 11 citedOpen Access
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification
2024Open Access
SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes
2024Open Access
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Frequent Co-authors

Kalina Bontcheva(19), Carolina Scarton(13), Ye Jiang(12), Diana Maynard(9), Angus Roberts(7), Yida Mu(7), Iknoor Singh(6), Johann Petrak(5), Genevieve Gorrell(4), Xiaoman Xu(4), Trevor Cohn(4), Benjamin M. Wu(4), Freddy Heppell(4), Robert Stewart(3), Lucia Specia(3), Olesya Razuvayevskaya(3), João Leite(3), Yimin Wang(3), Ahmet Aker(3), Richard Jackson(2)