Automatic Short Math Answer Grading via In-context Meta-learning

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Automatic Short Math Answer Grading via In-context Meta-learning

30 May 2022

Neil T. Heffernan

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Papers citing "Automatic Short Math Answer Grading via In-context Meta-learning"

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Title
Teaching LLMs for Step-Level Automatic Math Correction via Reinforcement Learning Jia-Nan Li Jie Zhou Yutao Yang Bihao Zhan Qianjun Pan Yuyang Ding Qin Chen Jiang Bo Xin Lin Liang He LRM 134 0 0 24 Mar 2025
Do Tutors Learn from Equity Training and Can Generative AI Assess It? Danielle R. Thomas Conrad Borchers Sanjit Kakarla Jionghao Lin Shambhavi Bhushan Boyuan Guo Erin Gatz Kenneth R. Koedinger 112 3 0 15 Dec 2024
Interpreting Latent Student Knowledge Representations in Programming Assignments Nigel Fernandez Andrew Lan 85 2 0 13 May 2024
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought Zhuoxuan Jiang Haoyuan Peng Shanshan Feng Fan Li Dongsheng Li KELM LRM 91 16 0 09 May 2024
Investigating Automatic Scoring and Feedback using Large Language Models G. Katuka Alexander Gain Yen-Yun Yu AI4Ed ALM 58 3 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 Lan AI4Ed 60 4 0 19 Apr 2024
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models Wanyong Feng Jaewook Lee Hunter McNichols Alexander Scarlatos Digory Smith Simon Woodhead Nancy Otero Ornelas Andrew Lan AI4Ed LRM 96 12 0 02 Apr 2024
Improving the Validity of Automatically Generated Feedback via Reinforcement Learning Alexander Scarlatos Digory Smith Simon Woodhead Andrew Lan OffRL 80 12 0 02 Mar 2024
Using Large Language Models to Provide Explanatory Feedback to Human Tutors Jionghao Lin Danielle R. Thomas Feifei Han Shivang Gupta Wei Tan Ngoc Dang Nguyen Kenneth R. Koedinger AI4Ed LRM 57 16 0 27 Jun 2023
Modeling and Analyzing Scorer Preferences in Short-Answer Math Questions Mengxue Zhang Neil T. Heffernan Andrew Lan 23 0 0 01 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning Mengxue Zhang Zichao Wang Zhichao Yang Weiqi Feng Andrew Lan LRM 69 18 0 01 Jun 2023
Algebra Error Classification with Large Language Models Hunter McNichols Mengxue Zhang Andrew Lan 29 6 0 08 May 2023
Tree-Based Representation and Generation of Natural and Mathematical Language Alexander Scarlatos Andrew Lan 52 19 0 15 Feb 2023
Proactive and Reactive Engagement of Artificial Intelligence Methods for Education: A Review Sruti Mallik Ahana Gangopadhyay 56 45 0 23 Jan 2023
Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-shot Prompt Learning for Automatic Scoring in Science Education Xuansheng Wu Xinyu He Tianming Li Ninghao Liu Xiaoming Zhai 102 26 0 20 Jan 2023