Is In-Context Learning Sufficient for Instruction Following in LLMs?

30 May 2024

Papers citing "Is In-Context Learning Sufficient for Instruction Following in LLMs?"

9 / 9 papers shown

Title
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Z. Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 87 3 0 01 Apr 2025
In-context Learning vs. Instruction Tuning: The Case of Small and Multilingual Language Models David Ponce Thierry Etchegoyhen 60 1 0 03 Mar 2025
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models Somanshu Singla Zhen Wang Tianyang Liu Abdullah Ashfaq Zhiting Hu Eric P. Xing 26 0 0 13 Nov 2024
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements Jingyu Zhang Ahmed Elgohary Ahmed Magooda Daniel Khashabi Benjamin Van Durme 33 2 0 11 Oct 2024
Revisiting the Superficial Alignment Hypothesis Mohit Raghavendra Vaskar Nath Sean Hendryx LRM 21 0 0 27 Sep 2024
CBF-LLM: Safe Control for LLM Alignment Yuya Miyaoka Masaki Inoue 16 2 0 28 Aug 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 150 437 0 02 Feb 2024
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models Beatriz Borges Niket Tandon Tanja Kaser Antoine Bosselut 17 3 0 01 Jul 2023
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