Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters

29 December 2023

Papers citing "Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters"

7 / 7 papers shown

Title
Benchmarking Prompt Sensitivity in Large Language Models Amirhossein Razavi Mina Soltangheis Negar Arabzadeh Sara Salamat Morteza Zihayat Ebrahim Bagheri 92 6 0 09 Feb 2025
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 121 1 0 02 Jul 2024
Who is GPT-3? An Exploration of Personality, Values and Demographics Marilù Miotto Nicola Rossberg Bennett Kleinberg ELM PILM 66 113 0 28 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 336 477 0 21 Jun 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 326 4,569 0 27 Oct 2021
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State Richard Futrell Ethan Gotlieb Wilcox Takashi Morita Peng Qian Miguel Ballesteros R. Levy MILM 123 196 0 08 Mar 2019
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 104 906 0 04 Nov 2016