Imagen de Portada

Code-driven Number Sequence Calculation: Enhancing the inductive Reasoning Abilities of Large Language Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen, Kedi, Lei, Zhikai, Guo, Xu, Wu, Xuecheng, Zeng, Siyuan, Yin, Jianghao, Zhang, Yinqi, Chen, Qin, Zhou, Jie, He, Liang, Guo, Qipeng, Chen, Kai, Zhang, Wei
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Code-Driven Inductive Synthesis: Enhancing Reasoning Abilities of Large Language Models with Sequences
por: Chen, Kedi, et al.
Publicado: (2025)

A Survey of Inductive Reasoning for Large Language Models
por: Chen, Kedi, et al.
Publicado: (2025)

Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
por: Yin, Jianghao, et al.
Publicado: (2026)

Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check
por: Ye, Linhao, et al.
Publicado: (2024)

Complete Chess Games Enable LLM Become A Chess Master
por: Zhang, Yinqi, et al.
Publicado: (2025)

DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting
por: Lv, Kai, et al.
Publicado: (2025)

A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder
por: Chen, Kedi, et al.
Publicado: (2024)

DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models
por: Chen, Kedi, et al.
Publicado: (2024)

InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation
por: Chen, Qiaosheng, et al.
Publicado: (2025)

A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information
por: Zheng, Kedi, et al.
Publicado: (2024)

From Prediction to Justification: Aligning Sentiment Reasoning with Human Rationale via Reinforcement Learning
por: Zhang, Shihao, et al.
Publicado: (2026)

Constraining the Potential Index $n$ of the Early Dark Energy Model Using Cosmic Birefringence from Planck and ACT
por: Zhang, Kedi, et al.
Publicado: (2026)

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
por: Sun, Qiushi, et al.
Publicado: (2025)

InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling
por: Li, Peiji, et al.
Publicado: (2025)

Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data
por: Li, Haolong, et al.
Publicado: (2024)

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering
por: Ye, Linhao, et al.
Publicado: (2025)

CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback
por: Sun, Qiushi, et al.
Publicado: (2025)

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
por: Peng, Yingzhe, et al.
Publicado: (2025)

Verifying the analogy between transversely coupled spin-1/2 systems and inductively-coupled fluxoniums
por: Lin, Wei-Ju, et al.
Publicado: (2024)

Life-Code: Central Dogma Modeling with Multi-Omics Sequence Unification
por: Liu, Zicheng, et al.
Publicado: (2025)

Traceable AI-driven Avatars Using Multi-factors of Physical World and Metaverse
por: Yang, Kedi, et al.
Publicado: (2024)

Rethinking Multiple-Choice Questions for RLVR: Unlocking Potential via Distractor Design
por: Guo, Xu, et al.
Publicado: (2026)

Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs
por: Sun, Zhihong, et al.
Publicado: (2024)

The maximal coarse Baum-Connes conjecture for spaces that admit an A-by-FCE coarse fibration structure
por: Guo, Liang, et al.
Publicado: (2024)

Relative higher index theory on quotients of Roe algebras and positive scalar curvature at infinity
por: Guo, Liang, et al.
Publicado: (2025)

F-Eval: Assessing Fundamental Abilities with Refined Evaluation Methods
por: Sun, Yu, et al.
Publicado: (2024)

un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
por: Li, Yinqi, et al.
Publicado: (2025)

Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
por: Zhan, Xiaoyu, et al.
Publicado: (2025)

Scalable Complexity Control Facilitates Reasoning Ability of LLMs
por: Hang, Liangkai, et al.
Publicado: (2025)

QuantumChem-200K: A Large-Scale Open Organic Molecular Dataset for Quantum-Chemistry Property Screening and Language Model Benchmarking
por: Zeng, Yinqi, et al.
Publicado: (2025)

UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance
por: Ma, Yichuan, et al.
Publicado: (2025)

TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs
por: Wang, Haochuan, et al.
Publicado: (2024)

From Sequence to Structure: Uncovering Substructure Reasoning in Transformers
por: Dai, Xinnan, et al.
Publicado: (2025)

ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models
por: Yin, Zhangyue, et al.
Publicado: (2025)

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information
por: Huang, Youcheng, et al.
Publicado: (2025)

Optimization of Coal Mining Machine Drum Structure and Microscopic Analysis of Coal Particle Flow
por: Junming Lao, et al.
Publicado: (2025)

OriGen:Enhancing RTL Code Generation with Code-to-Code Augmentation and Self-Reflection
por: Cui, Fan, et al.
Publicado: (2024)

SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
por: Cheng, Shuang, et al.
Publicado: (2025)

Joint Reference Frame Synthesis and Post Filter Enhancement for Versatile Video Coding
por: Bao, Weijie, et al.
Publicado: (2024)

CodeReasoner: Enhancing the Code Reasoning Ability with Reinforcement Learning
por: Tang, Lingxiao, et al.
Publicado: (2025)