Imagen de Portada

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Fu, Rong, Li, Yang, Zhang, Zeyu, Wu, Jiekai, Liu, Yaohua, Cao, Shuaishuai, Zeng, Yangchen, Zhang, Yuhang, Du, Xiaojing, Fong, Simon
Formato:	Preprint
Publicado:	2026
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

Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering
por: Fernando, Basura, et al.
Publicado: (2025)

NeuroSym-BioCAT: Leveraging Neuro-Symbolic Methods for Biomedical Scholarly Document Categorization and Question Answering
por: Zamil, Parvez, et al.
Publicado: (2024)

MINT: Minimal Information Neuro-Symbolic Tree for Objective-Driven Knowledge-Gap Reasoning and Active Elicitation
por: Fang, Zeyu, et al.
Publicado: (2026)

NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation
por: Fu, Rong, et al.
Publicado: (2026)

DAV-GSWT: Diffusion-Active-View Sampling for Data-Efficient Gaussian Splatting Wang Tiles
por: Fu, Rong, et al.
Publicado: (2026)

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
por: Cao, Ruisheng, et al.
Publicado: (2025)

NeuroSymAD: A Neuro-Symbolic Framework for Interpretable Alzheimer's Disease Diagnosis
por: He, Yexiao, et al.
Publicado: (2025)

SubQuad: Near-Quadratic-Free Structure Inference with Distribution-Balanced Objectives in Adaptive Receptor framework
por: Fu, Rong, et al.
Publicado: (2026)

LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation
por: Fu, Rong, et al.
Publicado: (2026)

RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs
por: Lin, Can, et al.
Publicado: (2025)

S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering
por: Fu, Rong, et al.
Publicado: (2026)

SymDQN: Symbolic Knowledge and Reasoning in Neural Network-based Reinforcement Learning
por: Amador, Ivo, et al.
Publicado: (2025)

SymBrain: A Biomimetic Neuro-Symbolic Architecture for Small Language Models
por: Callens, Xavier
Publicado: (2026)

SymRAG: Efficient Neuro-Symbolic Retrieval Through Adaptive Query Routing
por: Hakim, Safayat Bin, et al.
Publicado: (2025)

SphUnc: Hyperspherical Uncertainty Decomposition and Causal Identification via Information Geometry
por: Fu, Rong, et al.
Publicado: (2026)

From Passive Reuse to Active Reasoning: Grounding Large Language Models for Neuro-Symbolic Experience Replay
por: Xiao, Yanan, et al.
Publicado: (2026)

Chimera: Neuro-Symbolic Attention Primitives for Trustworthy Dataplane Intelligence
por: Fu, Rong, et al.
Publicado: (2026)

SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs
por: Liu, Ben, et al.
Publicado: (2025)

A Neuro-Symbolic Framework for Answering Graph Pattern Queries in Knowledge Graphs
por: Cucumides, Tamara, et al.
Publicado: (2023)

Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering
por: Ginting, Muhammad Fadhil, et al.
Publicado: (2025)

PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
por: Li, Xingyu, et al.
Publicado: (2026)

Advanced Weakly-Supervised Formula Exploration for Neuro-Symbolic Mathematical Reasoning
por: Wu, Yuxuan, et al.
Publicado: (2025)

Missing-by-Design: Certifiable Modality Deletion for Revocable Multimodal Sentiment Analysis
por: Fu, Rong, et al.
Publicado: (2026)

The Active Discoverer Framework: Towards Autonomous Physics Reasoning through Neuro-Symbolic LaTeX Synthesis
por: Jeon, Hyunjun
Publicado: (2026)

Temporal Knowledge Question Answering via Abstract Reasoning Induction
por: Chen, Ziyang, et al.
Publicado: (2023)

LLM-based Discriminative Reasoning for Knowledge Graph Question Answering
por: Xu, Mufan, et al.
Publicado: (2024)

Compositional Neuro-Symbolic Reasoning
por: Das, Anugyan, et al.
Publicado: (2026)

CompAct: Compressing Retrieved Documents Actively for Question Answering
por: Yoon, Chanwoong, et al.
Publicado: (2024)

PAQA: Toward ProActive Open-Retrieval Question Answering
por: Erbacher, Pierre, et al.
Publicado: (2024)

A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering
por: Zhang, Lingxi, et al.
Publicado: (2024)

NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge
por: Howard, Phillip, et al.
Publicado: (2023)

VL-Nav: A Neuro-Symbolic Approach for Reasoning-based Vision-Language Navigation
por: Du, Yi, et al.
Publicado: (2025)

Neuro-Symbolic Data Generation for Math Reasoning
por: Li, Zenan, et al.
Publicado: (2024)

Neuro-Symbolic Query Compiler
por: Zhang, Yuyao, et al.
Publicado: (2025)

SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning
por: Lee, Jinu, et al.
Publicado: (2024)

ViSymRe: Vision Multimodal Symbolic Regression
por: Li, Da, et al.
Publicado: (2024)

Fast Task Planning with Neuro-Symbolic Relaxation
por: Du, Qiwei, et al.
Publicado: (2025)

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning
por: Zhang, Xuan, et al.
Publicado: (2025)

SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning
por: Wang, Yiting, et al.
Publicado: (2025)

NeuSymMS: A Hybrid Neuro-Symbolic Memory System for Persistent, Self-Curating LLM Agents
por: Sultan, Mujahid, et al.
Publicado: (2026)