Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark

Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark

24 May 2025

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Papers citing "Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark"

15 / 15 papers shown

Title
SEAL: Steerable Reasoning Calibration of Large Language Models for Free Runjin Chen Zhenyu Zhang Junyuan Hong Souvik Kundu Zhangyang Wang OffRL LRM 127 14 0 07 Apr 2025
Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond Yaoyao Yu Leilei Gan Yinghao Hu Bin Wei Kun Kuang Leilei Gan AILaw ELM LRM 111 3 0 20 Mar 2025
An Empirical Study on Eliciting and Improving R1-like Reasoning Models Zhongfu Chen Yingqian Min Beichen Zhang Jie Chen Jinhao Jiang ... Xu Miao Yaojie Lu Lei Fang Zhongyuan Wang Ji-Rong Wen ReLM OffRL LRM 146 37 0 06 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 108 4 0 26 Feb 2025
Limitations of Large Language Models in Clinical Problem-Solving Arising from Inflexible Reasoning Jonathan Kim Anna Podlasek Kie Shidara Feng Liu Ahmed Alaa Danilo Bernardo ELM LRM AI4MH 63 5 0 05 Feb 2025
Enhancing LLM Reasoning with Reward-guided Tree Search Jinhao Jiang Zhongfu Chen Yingqian Min Jie Chen Xiaoxue Cheng ... Zhengyang Liang Dong Yan Jian Xie Ziyi Wang Ji-Rong Wen LRM 143 33 0 03 Jan 2025
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure Romain Puech Jakub Macina Julia Chatain Mrinmaya Sachan Manu Kapur AI4Ed 87 5 0 03 Oct 2024
CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer HeeSeok Jung Jaesang Yoo Yohaan Yoon Y. Jang AI4Ed 53 8 0 13 Jun 2024
Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task Unggi Lee Jiyeong Bae Dohee Kim Sookbun Lee Jaekwon Park Taekyung Ahn Gunho Lee Damji Stratton Hyeoncheol Kim AI4Ed KELM 54 12 0 05 Jun 2024
Large Language Models for Education: A Survey and Outlook Shen Wang Tianlong Xu Hang Li Chaoli Zhang Joleen Liang Jiliang Tang Philip S. Yu Qingsong Wen AI4Ed 107 119 0 26 Mar 2024
Language Models as Science Tutors Alexis Chevalier Jiayi Geng Alexander Wettig Howard Chen Sebastian Mizera ... Jiatong Yu Jun-Jie Zhu Z. Ren Sanjeev Arora Danqi Chen ELM 63 13 0 16 Feb 2024
LLaVA-Docent: Instruction Tuning with Multimodal Large Language Model to Support Art Appreciation Education Unggi Lee Minji Jeon Yunseo Lee Gyuri Byun Yoorim Son Jaeyoon Shin Hongkyu Ko Hyeoncheol Kim 44 9 0 09 Feb 2024
Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction Unggi Lee Sungjun Yoon Joon Seo Yun Kyoungsoo Park YoungHoon Jung Damji Stratton Hyeoncheol Kim 60 9 0 19 Dec 2023
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis Shih-Chieh Dai Aiping Xiong Lun-Wei Ku 79 74 0 23 Oct 2023
The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts Dorottya Demszky H. Hill 110 49 0 21 Nov 2022