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Papers
A Generation-based Deductive Method for Math Word Problems
EMNLP 2023
Compositional Mathematical Encoding for Math Word Problems
ACL 2023
ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision
EACL 2023
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
ICLR 2023
Generalizing Math Word Problem Solvers via Solution Diversification
AAAI 2023
Interpretable Math Word Problem Solution Generation via Step-by-step Planning
ACL 2023
It Ain’t Over: A Multi-aspect Diverse Math Word Problem Dataset
EMNLP 2023
Learning by Analogy: Diverse Questions Generation in Math Word Problem
ACL 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation
EMNLP 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning
ACL 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements
ACL 2023
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure
EMNLP 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems
ACL 2023
Scalable and Explainable Automated Scoring for Open-Ended Constructed Response Math Word Problems
ACL 2023
Solving Math Word Problems concerning Systems of Equations with GPT-3
AAAI 2023
Solving Math Word Problems via Cooperative Reasoning induced Language Models
ACL 2023
World Models for Math Story Problems
ACL 2023
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association
EMNLP 2022
An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding
COLING 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
EMNLP 2022
DISK: Domain-constrained Instance Sketch for Math Word Problem Generation
COLING 2022
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers
ACL 2022
Investigating Math Word Problems using Pretrained Multilingual Language Models
EMNLP 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction
ACL 2022
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning
EMNLP 2022