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mathematical reasoning

355 papers

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Also known as

MWP

Co-occurring keywords

large language model (12755) chain-of-thought reasoning (469) benchmark evaluation (1539) reinforcement learning (4122) language model (4573) chain of thought (274) math word problem (103) multimodal learning (4622) chain-of-thought prompting (306) question answering (2904)

Papers

NumDecoders at SemEval-2024 Task 7: FlanT5 and GPT enhanced with CoT for Numerical Reasoning NAACL 2024
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers NAACL 2024
Iterative Reasoning Preference Optimization NIPS 2024
Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023
An Expression Tree Decoding Strategy for Mathematical Equation Generation EMNLP 2023
ATHENA: Mathematical Reasoning with Thought Expansion EMNLP 2023
UniMath: A Foundational and Multimodal Mathematical Reasoner EMNLP 2023
Automatic Model Selection with Large Language Models for Reasoning EMNLP 2023
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models EMNLP 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023
World Models for Math Story Problems ACL 2023
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering ACL 2023
Interpretable Graph Networks Formulate Universal Algebra Conjectures NIPS 2023
Scalable and Explainable Automated Scoring for Open-Ended Constructed Response Math Word Problems ACL 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements ACL 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
MathPrompter: Mathematical Reasoning using Large Language Models ACL 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning AAAI 2023
GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models EMNLP 2023
MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset EMNLP 2023
Improving Mathematics Tutoring With A Code Scratchpad ACL 2023