Cover Image

Transformers for Complex Query Answering over Knowledge Hypergraphs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tsang, Hong Ting, Wang, Zihao, Song, Yangqiu
Format:	Preprint
Published:	2025
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

Meta Operator for Complex Query Answering on Knowledge Graphs
by: Yin, Hang, et al.
Published: (2024)

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

AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
by: Huang, Haoyu, et al.
Published: (2025)

Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
by: Yin, Hang, et al.
Published: (2023)

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
by: Xu, Yao, et al.
Published: (2024)

AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
by: Tsang, Hong Ting, et al.
Published: (2025)

Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering
by: Fei, Weizhi, et al.
Published: (2025)

DeepRefine: Agent-Compiled Knowledge Refinement via Reinforcement Learning
by: Huang, Haoyu, et al.
Published: (2026)

The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas
by: Xu, Baixuan, et al.
Published: (2025)

KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogical Argument Mining
by: Zheng, Zihao, et al.
Published: (2024)

Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
by: Bai, Jiaxin, et al.
Published: (2023)

Extending Complex Logical Queries on Uncertain Knowledge Graphs
by: Fei, Weizhi, et al.
Published: (2024)

Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
by: He, Mutian, et al.
Published: (2022)

Enhancing Transformers for Generalizable First-Order Logical Entailment
by: Zheng, Tianshi, et al.
Published: (2025)

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
by: Wang, Qineng, et al.
Published: (2024)

Conversational Question Answering with Reformulations over Knowledge Graph
by: Liu, Lihui, et al.
Published: (2023)

ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases
by: Do, Quyet V., et al.
Published: (2024)

Understanding Inter-Session Intentions via Complex Logical Reasoning
by: Bai, Jiaxin, et al.
Published: (2023)

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

Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering
by: Wang, Changjian, et al.
Published: (2025)

Reinforcement Learning for Conversational Question Answering over Knowledge Graph
by: Wu, Mi
Published: (2024)

Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks
by: Yuen, Sizhe, et al.
Published: (2025)

Gradually Excavating External Knowledge for Implicit Complex Question Answering
by: Liu, Chang, et al.
Published: (2026)

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning
by: Fang, Tianqing, et al.
Published: (2023)

SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs
by: Wang, Hao, et al.
Published: (2025)

COMPKE: Complex Question Answering under Knowledge Editing
by: Cheng, Keyuan, et al.
Published: (2025)

GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs
by: Wang, Ruijie, et al.
Published: (2023)

PatchWorld: Gradient-Free Optimization of Executable World Models
by: Bai, Jiaxin, et al.
Published: (2026)

HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution
by: Liu, Ye, et al.
Published: (2023)

Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs
by: Hu, Qi, et al.
Published: (2024)

Text to Query Plans for Question Answering on Large Tables
by: Zhang, Yipeng, et al.
Published: (2025)

Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems
by: Wang, Ling, et al.
Published: (2026)

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

Neural Algorithmic Reasoning for Hypergraphs with Looped Transformers
by: Huang, Zekai, et al.
Published: (2025)

Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models
by: Hong, Xingyun, et al.
Published: (2024)

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
by: Bai, Jiaxin, et al.
Published: (2025)

RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
by: Gong, Zhaoyan, et al.
Published: (2025)

Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge Graph
by: Huang, Rikui, et al.
Published: (2024)

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
by: Chu, Zheng, et al.
Published: (2024)

QFMTS: Generating Query-Focused Summaries over Multi-Table Inputs
by: Zhang, Weijia, et al.
Published: (2024)