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Mathematical Problem-Solving

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Showing 51–100 of 106 papers

TitleStatusHype
LocationReasoner: Evaluating LLMs on Real-World Site Selection ReasoningCode0
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical ProblemsCode0
Mathify: Evaluating Large Language Models on Mathematical Problem Solving TasksCode0
PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt TuningCode0
SEGO: Sequential Subgoal Optimization for Mathematical Problem-SolvingCode0
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small ModelsCode0
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving—0
Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks—0
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task—0
Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems—0
How Do Large Language Monkeys Get Their Power (Laws)?—0
The Buffer Mechanism for Multi-Step Information Reasoning in Language Models—0
Holistic Capability Preservation: Towards Compact Yet Comprehensive Reasoning Models—0
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning—0
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning—0
Evaluation of LLMs for mathematical problem solving—0
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving—0
Mixture-of-Instructions: Comprehensive Alignment of a Large Language Model through the Mixture of Diverse System Prompting Instructions—0
Can reasoning models comprehend mathematical problems in Chinese ancient texts? An empirical study based on data from Suanjing Shishu—0
Navigating Semantic Relations: Challenges for Language Models in Abstract Common-Sense Reasoning—0
Can LLMs plan paths with extra hints from solvers?—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step—0
On Vanishing Variance in Transformer Length Generalization—0
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics—0
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education—0
Performance Comparison of Large Language Models on Advanced Calculus Problems—0
PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation—0
PoLAR: Polar-Decomposed Low-Rank Adapter Representation—0
Premise Order Matters in Reasoning with Large Language Models—0
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward—0
Bayesian artificial brain with ChatGPT—0
Reasoning Models Can Be Effective Without Thinking—0
Scaling Autonomous Agents via Automatic Reward Modeling And Planning—0
Scaling Laws for Autoregressive Generative Modeling—0
SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models—0
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning—0
Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models—0
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs—0
SMART: Self-Generating and Self-Validating Multi-Dimensional Assessment for LLMs' Mathematical Problem Solving—0
Automating Mathematical Proof Generation Using Large Language Model Agents and Knowledge Graphs—0
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification—0
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations—0
Automatic Detection of Reflective Thinking in Mathematical Problem Solving based on Unconstrained Bodily Exploration—0
Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving—0
TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving—0
The Consensus Game: Language Model Generation via Equilibrium Search—0
Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning—0
Token-by-Token Regeneration and Domain Biases: A Benchmark of LLMs on Advanced Mathematical Problem-Solving—0
Large Language Models for Mathematical Reasoning: Progresses and Challenges—0
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