| Learning by Fixing: Solving Math Word Problems with Weak Supervision | Dec 19, 2020 | MathWeakly-supervised Learning | CodeCode Available | 1 |
| Learning Goal-Conditioned Representations for Language Reward Models | Jul 18, 2024 | GSM8KMath | CodeCode Available | 1 |
| LASeR: Learning to Adaptively Select Reward Models with Multi-Armed Bandits | Oct 2, 2024 | Instruction FollowingMath | CodeCode Available | 1 |
| A Tree-Structured Decoder for Image-to-Markup Generation | Jan 1, 2020 | DecoderHandwritten Mathmatical Expression Recognition | CodeCode Available | 1 |
| Design of Chain-of-Thought in Math Problem Solving | Sep 20, 2023 | DiversityGSM8K | CodeCode Available | 1 |
| Large (Vision) Language Models are Unsupervised In-Context Learners | Apr 3, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 |
| Learning Multi-Step Reasoning by Solving Arithmetic Tasks | Jun 2, 2023 | MathMathematical Reasoning | CodeCode Available | 1 |
| Control LLM: Controlled Evolution for Intelligence Retention in LLM | Jan 19, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| Learning From Mistakes Makes LLM Better Reasoner | Oct 31, 2023 | GSM8KMath | CodeCode Available | 1 |
| Language Models Encode the Value of Numbers Linearly | Jan 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings | May 30, 2025 | Math | CodeCode Available | 1 |
| Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning | Jan 27, 2023 | Few-Shot LearningGSM8K | CodeCode Available | 1 |
| Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset | Nov 9, 2023 | MathNatural Language Understanding | CodeCode Available | 1 |
| Language Models as Science Tutors | Feb 16, 2024 | GSM8KMath | CodeCode Available | 1 |
| Large Language Models Are Neurosymbolic Reasoners | Jan 17, 2024 | Common Sense ReasoningMath | CodeCode Available | 1 |
| Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency | Oct 28, 2024 | Math | CodeCode Available | 1 |
| Non-myopic Generation of Language Models for Reasoning and Planning | Oct 22, 2024 | Computational EfficiencyLanguage Modelling | CodeCode Available | 1 |
| Design and implementation of an environment for Learning to Run a Power Network (L2RPN) | Apr 6, 2021 | Mathreinforcement-learning | CodeCode Available | 1 |
| A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models | Oct 21, 2022 | MathMathematical Reasoning | CodeCode Available | 1 |
| FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains | Nov 16, 2023 | MathMath Word Problem Solving | CodeCode Available | 1 |
| Large Language Models Can Be Easily Distracted by Irrelevant Context | Jan 31, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 |
| Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction | Mar 19, 2022 | MathMath Word Problem Solving | CodeCode Available | 1 |
| Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability | Nov 29, 2024 | GSM8KMath | CodeCode Available | 1 |
| ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models | Feb 22, 2024 | MathMathematical Reasoning | CodeCode Available | 1 |
| Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction | Jun 5, 2023 | Math | CodeCode Available | 1 |
