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

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Classification-Aware Neural Topic Model Combined with Interpretable Analysis - for Conflict Classification., , , , , , and . RANLP, page 666-672. INCOMA Ltd., Shoumen, Bulgaria, (2023)Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour., , , , , , , and . LREC, page 1303-1310. European Language Resources Association, (2020)Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence., and . CoRR, (2024)Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network., , , , and . SemEval@NAACL-HLT, page 840-844. Association for Computational Linguistics, (2019)CogStack - experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital., , , , , , , , , and 5 other author(s). BMC Medical Informatics Decis. Mak., 18 (1): 47:1-47:13 (2018)Comparing Topic-Aware Neural Networks for Bias Detection of News., , , and . ECAI, volume 325 of Frontiers in Artificial Intelligence and Applications, page 2054-2061. IOS Press, (2020)Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science., , , , , , , and . LREC/COLING, page 12074-12086. ELRA and ICCL, (2024)Online Abuse of UK MPs from 2015 to 2019: Working Paper., , , , , and . CoRR, (2019)Classifying COVID-19 vaccine narratives., , , and . CoRR, (2022)Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of the COVID-19 Infodemic., , , , , and . RANLP, page 556-567. INCOMA Ltd., Shoumen, Bulgaria, (2023)