Cover Image

G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dai, Ruiting, Tan, Yuqiao, Mo, Lisi, Liang, Shuang, Huo, Guohao, Luo, Jiayi, Cheng, Yao
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MuAP: Multi-step Adaptive Prompt Learning for Vision-Language Model with Missing Modality
by: Dai, Ruiting, et al.
Published: (2024)

Graph-Based Multi-Modal Light-weight Network for Adaptive Brain Tumor Segmentation
by: Huo, Guohao, et al.
Published: (2025)

SAMba-UNet: SAM2-Mamba UNet for Cardiac MRI in Medical Robotic Perception
by: Huo, Guohao, et al.
Published: (2025)

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
by: Fang, Tianqing, et al.
Published: (2024)

Frequency Domain Enhanced U-Net for Low-Frequency Information-Rich Image Segmentation in Surgical and Deep-Sea Exploration Robots
by: Huo, Guohao, et al.
Published: (2025)

DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification
by: Huo, Guohao, et al.
Published: (2025)

Topology-Aware Reasoning over Incomplete Knowledge Graph with Graph-Based Soft Prompting
by: Wang, Shuai, et al.
Published: (2026)

Causal Debiasing for Visual Commonsense Reasoning
by: Zou, Jiayi, et al.
Published: (2025)

MMCOMET: A Large-Scale Multimodal Commonsense Knowledge Graph for Contextual Reasoning
by: Wang, Eileen, et al.
Published: (2026)

Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning
by: Xia, Tianle, et al.
Published: (2024)

CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs
by: Liu, Yuanxiang, et al.
Published: (2026)

Zero-shot Commonsense Reasoning over Machine Imagination
by: Park, Hyuntae, et al.
Published: (2024)

G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge
by: Luo, Linhao, et al.
Published: (2025)

Expand Heterogeneous Learning Systems with Selective Multi-Source Knowledge Fusion
by: Dai, Gaole, et al.
Published: (2024)

ARK-V1: An LLM-Agent for Knowledge Graph Question Answering Requiring Commonsense Reasoning
by: Klein, Jan-Felix, et al.
Published: (2025)

Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering
by: Toroghi, Armin, et al.
Published: (2024)

Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables
by: Gong, Haisong, et al.
Published: (2024)

CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge
by: Toroghi, Armin, et al.
Published: (2025)

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting
by: Wu, Yifan, et al.
Published: (2025)

A Study of Commonsense Reasoning over Visual Object Properties
by: Kolari, Abhishek, et al.
Published: (2025)

CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge
by: Guo, Willis, et al.
Published: (2024)

From Graph Retrieval to Schema Realization: Counterfactual Validation for Text-to-SPARQL over Heterogeneous Knowledge Graphs
by: Zhao, Yang, et al.
Published: (2025)

OMG-Agent: Toward Robust Missing Modality Generation with Decoupled Coarse-to-Fine Agentic Workflows
by: Dai, Ruiting, et al.
Published: (2026)

LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction
by: Tonga, Junior Cedric, et al.
Published: (2026)

Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge
by: Jiang, Bowen, et al.
Published: (2023)

Multimodal Commonsense Knowledge Distillation for Visual Question Answering
by: Yang, Shuo, et al.
Published: (2024)

The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning
by: Fu, Xiyan, et al.
Published: (2024)

Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
by: Tan, Xingyu, et al.
Published: (2024)

Bridging Graph Structure and Knowledge-Guided Editing for Interpretable Temporal Knowledge Graph Reasoning
by: Fan, Shiqi, et al.
Published: (2026)

What Really is Commonsense Knowledge?
by: Do, Quyet V., et al.
Published: (2024)

Attr-Int: A Simple and Effective Entity Alignment Framework for Heterogeneous Knowledge Graphs
by: Yang, Linyan, et al.
Published: (2024)

EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion
by: Su, Ying, et al.
Published: (2024)

Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
by: Ni, Bo, et al.
Published: (2024)

Abductive Reasoning with Probabilistic Commonsense
by: Cotnareanu, Joseph, et al.
Published: (2026)

Toward Grounded Commonsense Reasoning
by: Kwon, Minae, et al.
Published: (2023)

Commonsense Reasoning in Arab Culture
by: Sadallah, Abdelrahman, et al.
Published: (2025)

SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation
by: Pan, Jiayi, et al.
Published: (2025)

Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs
by: Guan, Saiping, et al.
Published: (2024)

Str-GCL: Structural Commonsense Driven Graph Contrastive Learning
by: He, Dongxiao, et al.
Published: (2025)

CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population
by: Fang, Tianqing, et al.
Published: (2023)