Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning

29 August 2024

Papers citing "Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning"

14 / 14 papers shown

Title
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs Muhammad Farid Adilazuarda Chen Cecilia Liu Iryna Gurevych Alham Fikri Aji 196 0 0 22 May 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Wonduk Seo Hyunjin An Yi Bu VLM 142 3 0 02 Jan 2025
Aligning to Thousands of Preferences via System Message Generalization Seongyun Lee Sue Hyun Park Seungone Kim Minjoon Seo ALM 95 49 0 28 May 2024
Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic Prompting Tilman Beck Hendrik Schuff Anne Lauscher Iryna Gurevych 74 37 0 13 Sep 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations Yanda Chen Ruiqi Zhong Narutatsu Ri Chen Zhao He He Jacob Steinhardt Zhou Yu Kathleen McKeown LRM 73 55 0 17 Jul 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 389 4,139 0 29 May 2023
Aligning Language Models to User Opinions EunJeong Hwang Bodhisattwa Prasad Majumder Niket Tandon 79 74 0 24 May 2023
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models Ameet Deshpande Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan LM&MA LLMAG 75 369 0 11 Apr 2023
Whose Opinions Do Language Models Reflect? Shibani Santurkar Esin Durmus Faisal Ladhak Cinoo Lee Percy Liang Tatsunori Hashimoto 83 442 0 30 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 80 106 0 09 Mar 2023
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning Xi Ye Greg Durrett ReLM LRM 71 185 0 06 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 886 13,207 0 04 Mar 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Sewon Min Xinxi Lyu Ari Holtzman Mikel Artetxe M. Lewis Hannaneh Hajishirzi Luke Zettlemoyer LLMAG LRM 167 1,498 0 25 Feb 2022
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 880 42,379 0 28 May 2020