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

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

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

10 / 10 papers shown

Title
Assessing how hyperparameters impact Large Language Models' sarcasm detection performance Montgomery Gole Andriy Miranskyy AI4MH 21 0 0 08 Apr 2025
Benchmarking Prompt Sensitivity in Large Language Models Amirhossein Razavi Mina Soltangheis Negar Arabzadeh Sara Salamat Morteza Zihayat Ebrahim Bagheri 59 1 0 09 Feb 2025
Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection Ye Jiang Yimin Wang MLLM 34 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 34 6 0 05 May 2024
Generative AI and US Intellectual Property Law Cherie M Poland AILaw 14 2 0 27 Nov 2023
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 197 205 0 05 Oct 2022
Toxicity Detection with Generative Prompt-based Inference Yau-Shian Wang Y. Chang 71 34 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021