Song, Xingyi

1. Confidence Regulation Neurons in Language Models
   2024/06/24 by Alessandro Stolfo, Ben Wu, Stolfo, Alessandro +11 · 27 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling
   2024/03/24 by Yida Mu, Mu, Yida, Dong, Chun +4 · 15 citations
   Social Sciences · Decision Sciences · #Computational and Text Analysis Methods #Big Data Technologies and Applications
3. Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science
   2023/05/23 by Yida Mu, Ben P. Wu, Mu, Yida +13 · 9 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
4. VaxxHesitancy: A Dataset for Studying Hesitancy towards COVID-19 Vaccination on Twitter
   2023/01/17 by Yida Mu, Mali Jin, Mu, Yida +9 · 3 citations
   Social Sciences · Computer Science · #Vaccine Coverage and Hesitancy #Misinformation and Its Impacts #Hate Speech and Cyberbullying Detection
5. Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking
   2023/08/10 by Iknoor Singh, Singh, Iknoor, Carolina Scarton +5 · 2 citations
   Computer Science · Medicine · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Topic Modeling
6. Online Abuse of UK MPs from 2015 to 2019: Working Paper
   2019/04/25 by Mark Greenwood, Greenwood, Mark A., Mehmet E. Bakir +9 · 2 citations
   Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Gender, Feminism, and Media #Hate Speech and Cyberbullying Detection #Social Media and Politics
7. Don't Waste a Single Annotation: Improving Single-Label Classifiers Through Soft Labels
   2023/11/09 by Wu, Ben, Li, Yue, Mu, Yida +3 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation
   2023/08/12 by Ambrose Robinson, Robinson, Ambrose, William Thorne +11 · 2 citations
   Computer Science · Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Meta-analysis and systematic reviews
9. Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets
   2023/09/20 by Yida Mu, Mu, Yida, Xingyi Song +5 · 1 citation
   Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection
10. Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
    2024/05/01 by Yida Mu, Mu, Yida, Peizhen Bai +5 · 1 citation
    Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Opinion Dynamics and Social Influence
11. Efficient Annotator Reliability Assessment with EffiARA
    2025/04/01 by Cook, Owen, Vasilakes, Jake, Roberts, Ian +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
    2024/07/16 by Ye Jiang, Taihang Wang, Jiang, Ye +9 · 1 citation
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Spam and Phishing Detection