Publications

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch