| Scaling up ridge regression for brain encoding in a massive individual fMRI dataset | Mar 28, 2024 | CPUMath | CodeCode Available | 0 |
| Large Language Models Are Struggle to Cope with Unreasonability in Math Problems | Mar 28, 2024 | Math | —Unverified | 0 |
| ML2SC: Deploying Machine Learning Models as Smart Contracts on the Blockchain | Mar 28, 2024 | Math | —Unverified | 0 |
| Few-Shot Recalibration of Language Models | Mar 27, 2024 | MathMMLU | —Unverified | 0 |
| The Invalsi Benchmarks: measuring Linguistic and Mathematical understanding of Large Language Models in Italian | Mar 27, 2024 | Language ModellingMath | —Unverified | 0 |
| Automate Knowledge Concept Tagging on Math Questions with LLMs | Mar 26, 2024 | Few-Shot LearningMath | —Unverified | 0 |
| To Err is Machine: Vulnerability Detection Challenges LLM Reasoning | Mar 25, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| From Large to Tiny: Distilling and Refining Mathematical Expertise for Math Word Problems with Weakly Supervision | Mar 21, 2024 | Math | —Unverified | 0 |
| A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science | Mar 21, 2024 | Active LearningMath | —Unverified | 0 |
| MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? | Mar 21, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| PARAMANU-AYN: Pretrain from scratch or Continual Pretraining of LLMs for Legal Domain Adaptation? | Mar 20, 2024 | Abstractive Text SummarizationContinual Pretraining | —Unverified | 0 |
| Instructing Large Language Models to Identify and Ignore Irrelevant Conditions | Mar 19, 2024 | MathMathematical Reasoning | CodeCode Available | 0 |
| An upper bound of the mutation probability in the genetic algorithm for general 0-1 knapsack problem | Mar 17, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| What Makes Math Word Problems Challenging for LLMs? | Mar 17, 2024 | Math | CodeCode Available | 0 |
| Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning | Mar 14, 2024 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 0 |
| Sabiá-2: A New Generation of Portuguese Large Language Models | Mar 14, 2024 | Math | —Unverified | 0 |
| Hydrodynamics of Markets:Hidden Links Between Physics and Finance | Mar 14, 2024 | Math | —Unverified | 0 |
| Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks | Mar 14, 2024 | MathSkill Generalization | —Unverified | 0 |
| Self-Consistency Boosts Calibration for Math Reasoning | Mar 14, 2024 | GSM8KMath | —Unverified | 0 |
| Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models | Mar 13, 2024 | Math | —Unverified | 0 |
| SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models | Mar 12, 2024 | MathMathematical Problem-Solving | CodeCode Available | 0 |
| FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models | Mar 12, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM | Mar 12, 2024 | Arithmetic ReasoningCode Generation | —Unverified | 0 |
| Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem | Mar 6, 2024 | BenchmarkingHallucination | CodeCode Available | 0 |
| Evaluating and Optimizing Educational Content with Large Language Model Judgments | Mar 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MathScale: Scaling Instruction Tuning for Mathematical Reasoning | Mar 5, 2024 | GSM8KMath | CodeCode Available | 0 |
| Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning | Mar 4, 2024 | GSM8KMath | —Unverified | 0 |
| The Claude 3 Model Family: Opus, Sonnet, Haiku | Mar 4, 2024 | 1 Image, 2*2 StitchingArithmetic Reasoning | —Unverified | 0 |
| Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training | Mar 4, 2024 | MathPhrase Grounding | —Unverified | 0 |
| Experimenting with Generative AI: Does ChatGPT Really Increase Everyone's Productivity? | Mar 4, 2024 | EconometricsMath | —Unverified | 0 |
| ClickTree: A Tree-based Method for Predicting Math Students' Performance Based on Clickstream Data | Mar 1, 2024 | Math | —Unverified | 0 |
| PRSA: Prompt Stealing Attacks against Real-World Prompt Services | Feb 29, 2024 | Math | —Unverified | 0 |
| Data Interpreter: An LLM Agent For Data Science | Feb 28, 2024 | Code GenerationLanguage Modelling | —Unverified | 0 |
| Adversarial Math Word Problem Generation | Feb 27, 2024 | Math | CodeCode Available | 0 |
| MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning | Feb 27, 2024 | 8kLanguage Modeling | CodeCode Available | 0 |
| MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs | Feb 26, 2024 | GSM8KMath | —Unverified | 0 |
| How Do Humans Write Code? Large Models Do It the Same Way Too | Feb 24, 2024 | Code GenerationMath | CodeCode Available | 0 |
| Brain-Inspired Two-Stage Approach: Enhancing Mathematical Reasoning by Imitating Human Thought Processes | Feb 23, 2024 | MathMathematical Reasoning | CodeCode Available | 0 |
| MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models | Feb 20, 2024 | Common Sense ReasoningContrastive Learning | —Unverified | 0 |
| LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks | Feb 18, 2024 | Math | —Unverified | 0 |
| Orca-Math: Unlocking the potential of SLMs in Grade School Math | Feb 16, 2024 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Mathematical Opportunities in Digital Twins (MATH-DT) | Feb 15, 2024 | Math | —Unverified | 0 |
| Language Models with Conformal Factuality Guarantees | Feb 15, 2024 | Conformal PredictionLanguage Modeling | —Unverified | 0 |
| AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails | Feb 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications | Feb 14, 2024 | Math | —Unverified | 0 |
| GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements | Feb 13, 2024 | GSM8KMath | —Unverified | 0 |
| EvoGPT-f: An Evolutionary GPT Framework for Benchmarking Formal Math Languages | Feb 12, 2024 | Automated Theorem ProvingBenchmarking | —Unverified | 0 |
| Understanding the Progression of Educational Topics via Semantic Matching | Feb 10, 2024 | Math | —Unverified | 0 |
| V-STaR: Training Verifiers for Self-Taught Reasoners | Feb 9, 2024 | Code GenerationMath | —Unverified | 0 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 |