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Xingyi Song

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Don't Waste a Single Annotation: Improving Single-Label Classifiers Through Soft Labels

Nov 09, 2023
Ben Wu, Yue Li, Yida Mu, Carolina Scarton, Kalina Bontcheva, Xingyi Song

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Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets

Sep 20, 2023
Yida Mu, Xingyi Song, Kalina Bontcheva, Nikolaos Aletras

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Classification-Aware Neural Topic Model Combined With Interpretable Analysis -- For Conflict Classification

Aug 29, 2023
Tianyu Liang, Yida Mu, Soonho Kim, Darline Larissa Kengne Kuate, Julie Lang, Rob Vos, Xingyi Song

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Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification

Aug 14, 2023
Olesya Razuvayevskaya, Ben Wu, Joao A. Leite, Freddy Heppell, Ivan Srba, Carolina Scarton, Kalina Bontcheva, Xingyi Song

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Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation

Aug 12, 2023
Ambrose Robinson, William Thorne, Ben P. Wu, Abdullah Pandor, Munira Essat, Mark Stevenson, Xingyi Song

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Finding Already Debunked Narratives via Multistage Retrieval: Enabling Cross-Lingual, Cross-Dataset and Zero-Shot Learning

Aug 10, 2023
Iknoor Singh, Carolina Scarton, Xingyi Song, Kalina Bontcheva

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Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science

May 23, 2023
Yida Mu, Ben P. Wu, William Thorne, Ambrose Robinson, Nikolaos Aletras, Carolina Scarton, Kalina Bontcheva, Xingyi Song

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Similarity-Aware Multimodal Prompt Learning for Fake News Detection

Apr 20, 2023
Ye Jiang, Xiaomin Yu, Yimin Wang, Xiaoman Xu, Xingyi Song, Diana Maynard

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A Large-Scale Comparative Study of Accurate COVID-19 Information versus Misinformation

Apr 10, 2023
Yida Mu, Ye Jiang, Freddy Heppell, Iknoor Singh, Carolina Scarton, Kalina Bontcheva, Xingyi Song

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Examining Temporalities on Stance Detection Towards COVID-19 Vaccination

Apr 10, 2023
Yida Mu, Mali Jin, Kalina Bontcheva, Xingyi Song

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