Improving Socratic Question Generation using Data Augmentation and Preference Optimization

1 March 2024

Papers citing "Improving Socratic Question Generation using Data Augmentation and Preference Optimization"

15 / 15 papers shown

Title
LookAlike: Consistent Distractor Generation in Math MCQs Nisarg Parikh Nigel Fernandez Alexander Scarlatos Simon Woodhead Andrew S. Lan 45 0 0 03 May 2025
ACE-RLHF: Automated Code Evaluation and Socratic Feedback Generation Tool using Large Language Models and Reinforcement Learning with Human Feedback Tasnia Rahman Sathish A. P. Kumar S. Jha Arvind Ramanathan KELM 33 0 0 07 Apr 2025
Training LLM-based Tutors to Improve Student Learning Outcomes in Dialogues Alexander Scarlatos Naiming Liu Jaewook Lee Richard Baraniuk Andrew S. Lan 47 1 0 09 Mar 2025
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents Zihao Lin Z. Wang Yuanting Pan Varun Manjunatha Ryan Rossi Angela Lau Lifu Huang Tong Sun RALM 67 0 0 17 Dec 2024
Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks Zhangqi Duan Nigel Fernandez Alexander Hicks Andrew S. Lan AI4Ed 16 2 0 28 Sep 2024
Interpreting Latent Student Knowledge Representations in Programming Assignments Nigel Fernandez Andrew S. Lan 27 2 0 13 May 2024
Generating Feedback-Ladders for Logical Errors in Programming using Large Language Models Hasnain Heickal Andrew Lan LRM 24 2 0 01 May 2024
Improving Automated Distractor Generation for Math Multiple-choice Questions with Overgenerate-and-rank Alexander Scarlatos Wanyong Feng Digory Smith Simon Woodhead Andrew S. Lan AI4Ed 26 4 0 19 Apr 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 159 444 0 02 Feb 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 251 2,232 0 22 Mar 2023
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models Sami Sarsa Paul Denny Arto Hellas Juho Leinonen ELM 89 342 0 03 Jun 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 306 11,909 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 8,448 0 28 Jan 2022
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints Zichao Wang Andrew S. Lan Richard G. Baraniuk 52 45 0 09 Sep 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,587 0 18 Sep 2019