Navigating prompt complexity for zero-shot classification: A study of large language models in computational social science Y Mu, BP Wu, W Thorne, A Robinson, N Aletras, C Scarton, K Bontcheva, ... arXiv preprint arXiv:2305.14310, 2023 | 15 | 2023 |
Sheffieldveraai at semeval-2023 task 3: Mono and multilingual approaches for news genre, topic and persuasion technique classification B Wu, O Razuvayevskaya, F Heppell, JA Leite, C Scarton, K Bontcheva, ... arXiv preprint arXiv:2303.09421, 2023 | 7 | 2023 |
Don't Waste a Single Annotation: Improving Single-Label Classifiers Through Soft Labels B Wu, Y Li, Y Mu, C Scarton, K Bontcheva, X Song arXiv preprint arXiv:2311.05265, 2023 | 6 | 2023 |
Bio-sieve: Exploring instruction tuning large language models for systematic review automation A Robinson, W Thorne, BP Wu, A Pandor, M Essat, M Stevenson, X Song arXiv preprint arXiv:2308.06610, 2023 | 6 | 2023 |
Overview of the CLEF-2024 CheckThat! Lab task 6 on robustness of credibility assessment with adversarial examples (InCrediblAE) P Przybyła, B Wu, A Shvets, Y Mu, KC Sheang, X Song, H Saggion Working Notes of CLEF, 2024 | 5 | 2024 |
Confidence regulation neurons in language models A Stolfo, B Wu, W Gurnee, Y Belinkov, X Song, M Sachan, N Nanda arXiv preprint arXiv:2406.16254, 2024 | 3 | 2024 |
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification O Razuvayevskaya, B Wu, JA Leite, F Heppell, I Srba, C Scarton, ... Plos one 19 (5), e0301738, 2024 | 2 | 2024 |
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media O Cook, C Grimshaw, B Wu, S Dillon, J Hicks, L Jones, T Smith, M Szert, ... arXiv preprint arXiv:2410.14515, 2024 | | 2024 |
Team SheffieldVeraAI at SemEval-2023 Task 3: Mono and multilingual approaches for news genre, topic and persuasion technique classification. B Wu, O Razuvayevskaya, F Heppell, JA Leite, C Scarton, K Bontcheva, ... CoRR, 2023 | | 2023 |