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Workshop
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
Shubham Toshniwal · Wei Du · Ivan Moshkov · Branislav Kisacanin · Alexan Ayrapetyan · Igor Gitman
Workshop
Models Can and Should Embrace the Communicative Nature of Human-Generated Math
Sasha Boguraev · Ben Lipkin · Leonie Weissweiler · Kyle Mahowald
Workshop
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented Generation.
Prakhar Dixit · Tim Oates
Workshop
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
Xiaotian Han · Yiren Jian · Xuefeng Hu · Haogeng Liu · Yiqi Wang · Qihang Fan · Yuang Ai · Huaibo Huang · Ran He · Zhenheng Yang · Quanzeng You
Workshop
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students’ Hand-Drawn Math Images
Sami Baral · Li Lucy · Ryan Knight · Alice Ng · Luca Soldaini · Neil Heffernan · Kyle Lo
Workshop
Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Huajian Xin · Daya Guo · Zhihong Shao · Z.Z. Ren · Qihao Zhu · Bo Liu · Chong Ruan · Wenda Li · Xiaodan Liang
Workshop
Lean-STaR: Learning to Interleave Thinking and Proving
Haohan Lin · Zhiqing Sun · Sean Welleck · Yiming Yang
Workshop
Give me a hint: Can LLMs take a hint to solve math problems?
Vansh Agrawal · Pratham Singla · Amitoj Miglani · Shivank Garg · Ayush Mangal
Workshop
HARDMATH: A Benchmark Dataset for Challenging Problems in Applied Mathematics
Jingxuan Fan · Sarah Martinson · Erik Wang · Kaylie Hausknecht · Jonah Brenner · Danxian Liu · Nianli Peng · Corey Wang · Michael Brenner
Workshop
Math for AI: On the Generalization of Learning Mathematical Problem Solving
Ruochen Zhou · Minrui Xu · Shiqi Chen · Junteng Liu · Yunqi Li · LIN Xinxin · Zhengyu Chen · Junxian He
Workshop
Mining Math Conjectures from LLMs: A Pruning Approach
Jake Chuharski · Elias Rojas Collins · Mark Meringolo
Workshop
AI-Assisted Generation of Difficult Math Questions
Vedant Shah · Dingli Yu · Kaifeng Lyu · Simon Park · Jiatong Yu · Yinghui He · Nan Rosemary Ke · Michael Mozer · Yoshua Bengio · Sanjeev Arora · Anirudh Goyal