| 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 | 7 | 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, ... Proceedings of the 17th International Workshop on Semantic Evaluation …, 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 | 2 | 2023 |
| 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 | 1 | 2024 |
| 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 | 1 | 2023 |
| 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, ... arXiv preprint arXiv:2303.09421, 2023 | | 2023 |
