How Susceptible are LLMs to Influence in Prompts?

17 August 2024

Papers citing "How Susceptible are LLMs to Influence in Prompts?"

17 / 17 papers shown

Title
Do Words Reflect Beliefs? Evaluating Belief Depth in Large Language Models Shariar Kabir Kevin Esterling Yue Dong 25 0 0 23 Apr 2025
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings Xuanqing Liu Luyang Kong Wei Niu Afshin Khashei Belinda Zeng Steve Johnson Jon Jay Davor Golac Matt Pope 36 0 0 07 Mar 2025
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning Yanan Chen Ali Pesaranghader Tanmana Sadhu LRM 57 0 0 26 Feb 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions Joseph Suh Erfan Jahanparast Suhong Moon Minwoo Kang Serina Chang ALM LM&MA 47 1 0 24 Feb 2025
From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task Nicolas Martorell LLMAG 50 1 0 23 Feb 2025
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Saptarshi Sengupta Kristal Curtis Akshay Mallipeddi Abhinav Mathur Joseph Ross Liang Gou Liang Gou LLMAG SyDa 118 1 0 28 Nov 2024
Beyond Visual Understanding: Introducing PARROT-360V for Vision Language Model Benchmarking Harsha Vardhan Khurdula Basem Rizk Indus Khaitan Janit Anjaria Aviral Srivastava Rajvardhan Khaitan ELM VLM LRM 69 0 0 20 Nov 2024
Dynamic Information Sub-Selection for Decision Support Hung-Tien Huang M. Lennon Shreyas Bhat Brahmavar Sean Sylvia Junier B. Oliva 37 0 0 30 Oct 2024
When Not to Answer: Evaluating Prompts on GPT Models for Effective Abstention in Unanswerable Math Word Problems Asir Saadat Tasmia Binte Sogir Md Taukir Azam Chowdhury Syem Aziz 74 1 0 16 Oct 2024
Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Jiaxin Wen Jian Guan Hongning Wang Wei Wu Minlie Huang ReLM OffRL LRM 31 7 0 19 Sep 2024
AI-LieDar: Examine the Trade-off Between Utility and Truthfulness in LLM Agents Zhe Su Xuhui Zhou Sanketh Rangreji Anubha Kabra Julia Mendelsohn Faeze Brahman Maarten Sap LLMAG 95 2 0 13 Sep 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 40 5 0 20 Jun 2024
What Evidence Do Language Models Find Convincing? Alexander Wan Eric Wallace Dan Klein 199 28 0 19 Feb 2024
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering Tobias Schimanski Jingwei Ni Mathias Kraus Elliott Ash Markus Leippold 21 4 0 13 Feb 2024
Trusted Source Alignment in Large Language Models Vasilisa Bashlovkina Zhaobin Kuang Riley Matthews Edward Clifford Yennie Jun William W. Cohen Simon Baumgartner HILM 36 2 0 12 Nov 2023
Towards Understanding Sycophancy in Language Models Mrinank Sharma Meg Tong Tomasz Korbak D. Duvenaud Amanda Askell ... Oliver Rausch Nicholas Schiefer Da Yan Miranda Zhang Ethan Perez 209 178 0 20 Oct 2023
AI safety via debate G. Irving Paul Christiano Dario Amodei 199 199 0 02 May 2018