KwaiYiiMath: Technical Report
Paper • 2310.07488 • Published • 3
Math
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Forward-Backward Reasoning in Large Language Models for Mathematical Verification
Paper • 2308.07758 • Published • 4 -
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
Paper • 2309.10814 • Published • 3 -
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Paper • 2310.03731 • Published • 29 -
SCREWS: A Modular Framework for Reasoning with Revisions
Paper • 2309.13075 • Published • 18 -
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
Paper • 2309.05653 • Published • 10 -
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
Paper • 2308.09583 • Published • 7 -
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Paper • 2309.12284 • Published • 19 -
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
Paper • 2309.17452 • Published • 3 -
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
Paper • 2308.07921 • Published • 24 -
Improving Length-Generalization in Transformers via Task Hinting
Paper • 2310.00726 • Published • 1 -
Improving Large Language Model Fine-tuning for Solving Math Problems
Paper • 2310.10047 • Published • 7 -
Design of Chain-of-Thought in Math Problem Solving
Paper • 2309.11054 • Published • 2 -
Llemma: An Open Language Model For Mathematics
Paper • 2310.10631 • Published • 57 -
SkyMath: Technical Report
Paper • 2310.16713 • Published • 2 -
Extracting Mathematical Concepts with Large Language Models
Paper • 2309.00642 • Published • 1 -
ComputeGPT: A computational chat model for numerical problems
Paper • 2305.06223 • Published • 1 -
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
Paper • 2211.12588 • Published • 3 -
Structured Chain-of-Thought Prompting for Code Generation
Paper • 2305.06599 • Published • 1 -
Natural Language Reasoning, A Survey
Paper • 2303.14725 • Published • 2 -
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Paper • 2305.07004 • Published • 1 -
SelfzCoT: a Self-Prompt Zero-shot CoT from Semantic-level to Code-level for a Better Utilization of LLMs
Paper • 2305.11461 • Published • 1 -
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning
Paper • 2305.18170 • Published • 2 -
Learning Multi-Step Reasoning by Solving Arithmetic Tasks
Paper • 2306.01707 • Published • 2 -
Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
Paper • 2308.01825 • Published • 23 -
FACT: Learning Governing Abstractions Behind Integer Sequences
Paper • 2209.09543 • Published • 2 -
System 2 Attention (is something you might need too)
Paper • 2311.11829 • Published • 43 -
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Paper • 2312.06585 • Published • 29 -
Generative AI for Math: Part I -- MathPile: A Billion-Token-Scale Pretraining Corpus for Math
Paper • 2312.17120 • Published • 28 -
Large Language Models for Mathematicians
Paper • 2312.04556 • Published • 12 -
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent
Paper • 2312.08926 • Published • 9 -
Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?
Paper • 2311.07587 • Published • 5 -
Leveraging Large Language Models for Automated Proof Synthesis in Rust
Paper • 2311.03739 • Published • 8 -
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
Paper • 2308.00436 • Published • 24 -
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Paper • 2402.03300 • Published • 141 -
Augmenting Math Word Problems via Iterative Question Composing
Paper • 2401.09003 • Published • 2 -
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning
Paper • 2402.06332 • Published • 19 -
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline
Paper • 2401.08190 • Published -
Common 7B Language Models Already Possess Strong Math Capabilities
Paper • 2403.04706 • Published • 18 -
Advancing LLM Reasoning Generalists with Preference Trees
Paper • 2404.02078 • Published • 46 -
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs
Paper • 2402.16352 • Published • 2 -
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
Paper • 2402.10176 • Published • 38 -
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
Paper • 2405.00332 • Published • 33 -
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning
Paper • 2405.07551 • Published -
Transformers Can Do Arithmetic with the Right Embeddings
Paper • 2405.17399 • Published • 54 -
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Paper • 2405.14333 • Published • 44 -
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
Paper • 2506.18896 • Published • 29