Automatic Generation of Socratic Subquestions for Teaching Math Word Problems

23 November 2022

Kumar Shridhar

Jakub Macina

Mennatallah El-Assady

Papers citing "Automatic Generation of Socratic Subquestions for Teaching Math Word Problems"

33 / 33 papers shown

Title
EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Yao Shi Rongkeng Liang Yong Xu LLMAG AI4Ed ELM 67 0 0 21 Apr 2025
EMAFusion: A Self-Optimizing System for Seamless LLM Selection and Integration Soham Shah Kumar Shridhar Surojit Chatterjee Souvik Sen 34 0 0 14 Apr 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 45 0 0 22 Mar 2025
From Text to Visuals: Using LLMs to Generate Math Diagrams with Vector Graphics Jaewook Lee Jeongah Lee Wanyong Feng Andrew S. Lan 58 0 0 10 Mar 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors Jakub Macina Nico Daheim Ido Hakimi Manu Kapur Iryna Gurevych Mrinmaya Sachan ELM 68 1 0 26 Feb 2025
Mathematical Language Models: A Survey Wei Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning Shivam Adarsh Kumar Shridhar Caglar Gulcehre Nicholas Monath Mrinmaya Sachan LRM 29 2 0 24 Oct 2024
A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Education Eason Chen Danyang Wang Luyi Xu Chen Cao Xiao Fang Jionghao Lin AI4CE 44 5 0 14 Oct 2024
Leveraging LLM-Respondents for Item Evaluation: a Psychometric Analysis Yunting Liu Shreya Bhandari Z. Pardos 33 8 0 15 Jul 2024
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors Nico Daheim Jakub Macina Manu Kapur Iryna Gurevych Mrinmaya Sachan LRM 40 5 0 12 Jul 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 36 15 0 27 Mar 2024
Semantically Aligned Question and Code Generation for Automated Insight Generation Ananya Singha Bhavya Chopra Anirudh Khatry Sumit Gulwani Austin Z. Henley Vu Le Chris Parnin Mukul Singh Microsoft Belgium 41 3 0 21 Mar 2024
Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots Junling Wang Jakub Macina Nico Daheim Sankalan Pal Chowdhury Mrinmaya Sachan 37 8 0 05 Mar 2024
Socratic Reasoning Improves Positive Text Rewriting Anmol Goel Nico Daheim Iryna Gurevych Iryna Gurevych LRM 39 4 0 05 Mar 2024
Improving Socratic Question Generation using Data Augmentation and Preference Optimization Nischal Ashok Kumar Andrew S. Lan 33 8 0 01 Mar 2024
Calibrating Large Language Models with Sample Consistency Qing Lyu Kumar Shridhar Chaitanya Malaviya Li Zhang Yanai Elazar Niket Tandon Marianna Apidianaki Mrinmaya Sachan Chris Callison-Burch 51 23 0 21 Feb 2024
Distilling LLMs' Decomposition Abilities into Compact Language Models Denis Tarasov Kumar Shridhar SyDa OffRL LRM 48 2 0 02 Feb 2024
The ART of LLM Refinement: Ask, Refine, and Trust Kumar Shridhar Koustuv Sinha Andrew Cohen Tianlu Wang Ping Yu Ramakanth Pasunuru Mrinmaya Sachan Jason Weston Asli Celikyilmaz LLMAG ReLM LRM 35 24 0 14 Nov 2023
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning Kushal Kumar Jain Moritz Miller Niket Tandon Kumar Shridhar ReLM LRM 41 2 0 14 Nov 2023
Exploring the Potential of Large Language Models in Generating Code-Tracing Questions for Introductory Programming Courses Aysa Xuemo Fan Ranran Haoran Zhang Luc Paquette Rui Zhang AI4Ed 11 3 0 23 Oct 2023
Can Language Models Employ the Socratic Method? Experiments with Code Debugging Erfan Al-Hossami Razvan Bunescu Justin Smith Ryan Teehan LRM 24 13 0 04 Oct 2023
SCREWS: A Modular Framework for Reasoning with Revisions K. Shridhar Harsh Jhamtani Hao Fang Benjamin Van Durme Jason Eisner Patrick Xia KELM LRM 30 14 0 20 Sep 2023
Teach Me How to Improve My Argumentation Skills: A Survey on Feedback in Argumentation Camélia Guerraoui Paul Reisert Naoya Inoue Farjana Sultana Mim Shoichi Naito Jungmin Choi Irfan Robbani Wen Wang Kentaro Inui ReLM LRM 26 1 0 28 Jul 2023
Learning by Analogy: Diverse Questions Generation in Math Word Problem Zihao Zhou Maizhen Ning Qiufeng Wang Jie Yao Wei Wang Xiaowei Huang Kaizhu Huang AIMat 25 20 0 15 Jun 2023
World Models for Math Story Problems Andreas Opedal Niklas Stoehr Abulhair Saparov Mrinmaya Sachan ReLM 36 12 0 07 Jun 2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems Jakub Macina Nico Daheim Sankalan Pal Chowdhury Tanmay Sinha Manu Kapur Iryna Gurevych Mrinmaya Sachan LRM 22 55 0 23 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation Zhenwen Liang W. Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 32 37 0 22 May 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 28 15 0 17 Feb 2023
Distilling Reasoning Capabilities into Smaller Language Models Kumar Shridhar Alessandro Stolfo Mrinmaya Sachan LRM ReLM 25 154 0 01 Dec 2022
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs Ðorðe Miladinovic Kumar Shridhar Kushal Kumar Jain Max B. Paulus J. M. Buhmann Mrinmaya Sachan Carl Allen DRL 23 5 0 26 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 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 395 8,559 0 28 Jan 2022
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 63 73 0 04 Feb 2021