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

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

23 May 2023

Ambrose Robinson

Nikolaos Aletras

Carolina Scarton

Kalina Bontcheva

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

12 / 12 papers shown

Title
Assessing how hyperparameters impact Large Language Models' sarcasm detection performance Montgomery Gole Andriy Miranskyy AI4MH 105 0 0 08 Apr 2025
Benchmarking Prompt Sensitivity in Large Language Models Amirhossein Razavi Mina Soltangheis Negar Arabzadeh Sara Salamat Morteza Zihayat Ebrahim Bagheri 118 6 0 09 Feb 2025
Instruction Tuning Vs. In-Context Learning: Revisiting Large Language Models in Few-Shot Computational Social Science Taihang Wang Xiaoman Xu Yimin Wang Ye Jiang 68 2 0 23 Sep 2024
Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection Ye Jiang Yimin Wang MLLM 168 1 0 16 Jul 2024
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation Jinyu Cai Jialong Li Mingyue Zhang Munan Li Chen-Shu Wang Kenji Tei LLMAG 99 6 0 05 May 2024
Evaluating Tenant-Landlord Tensions Using Generative AI on Online Tenant Forums Xin Chen Cheng Ren Tim A Thomas 70 1 0 17 Apr 2024
ChatGPT Alternative Solutions: Large Language Models Survey H. Alipour Nick Pendar Kohinoor Roy LM&MA 49 7 0 21 Mar 2024
A Tutorial on the Pretrain-Finetune Paradigm for Natural Language Processing Yu Wang Wen Qu 76 0 0 04 Mar 2024
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 112 12 0 11 Dec 2023
On Sarcasm Detection with OpenAI GPT-based Models Montgomery Gole Williams-Paul Nwadiugwu Andriy Miranskyy 48 9 0 07 Dec 2023
Generative AI and US Intellectual Property Law Cherie M Poland AILaw 37 3 0 27 Nov 2023
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers S. Latif Muhammad Usama Mohammad Ibrahim Malik Björn W. Schuller 101 16 0 12 Jul 2023