Cover Image

AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tian, Yuchen, Li, Kaixin, Chen, Hao, Luo, Ziyang, Lin, Hongzhan, Schelter, Sebastian, Du, Lun, Ma, Jing
Format:	Preprint
Published:	2025
Subjects:	Databases Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Messy Code Makes Managing ML Pipelines Difficult? Just Let LLMs Rewrite the Code!
by: Schelter, Sebastian, et al.
Published: (2024)

Cost-Efficient RAG for Entity Matching with LLMs: A Blocking-based Exploration
by: Ma, Chuangtao, et al.
Published: (2026)

CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?
by: Zhao, Yuwei, et al.
Published: (2024)

Batch Hop-Constrained s-t Simple Path Query Processing in Large Graphs
by: Yuan, Long, et al.
Published: (2023)

AmbiSQL: Interactive Ambiguity Detection and Resolution for Text-to-SQL
by: Ding, Zhongjun, et al.
Published: (2025)

SemPipes -- Optimizable Semantic Data Operators for Tabular Machine Learning Pipelines
by: Ovcharenko, Olga, et al.
Published: (2026)

stratum: A System Infrastructure for Massive Agent-Centric ML Workloads
by: Phani, Arnab, et al.
Published: (2026)

Answering Constraint Path Queries over Graphs
by: Li, Heyang, et al.
Published: (2025)

Revisiting the Expressiveness Landscape of Data Graph Queries
by: Benedikt, Michael, et al.
Published: (2024)

A Graph-native Optimization Framework for Complex Graph Queries
by: Lyu, Bingqing, et al.
Published: (2025)

The Unreasonable Effectiveness of LLMs for Query Optimization
by: Akioyamen, Peter, et al.
Published: (2024)

RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries
by: Hao, Chiyu, et al.
Published: (2025)

Indexing Techniques for Graph Reachability Queries
by: Zhang, Chao, et al.
Published: (2023)

GTRSS: Graph-based Top-$k$ Representative Similar Subtrajectory Query
by: Ge, Mingchang, et al.
Published: (2025)

Zero-Knowledge Verifiable Graph Query Evaluation via Expansion-Centric Operator Decomposition
by: Wu, Hao, et al.
Published: (2025)

Constant-time Connectivity and 2-Edge Connectivity Querying in Dynamic Graphs
by: Xu, Lantian, et al.
Published: (2026)

Accelerating Regular Path Queries over Graph Database with Processing-in-Memory
by: Ma, Ruoyan, et al.
Published: (2024)

Schema-Based Query Optimisation for Graph Databases
by: Sharma, Chandan, et al.
Published: (2024)

Querying Graph-Relational Data
by: Sullivan, Michael J., et al.
Published: (2025)

GraphAide: Advanced Graph-Assisted Query and Reasoning System
by: Purohit, Sumit, et al.
Published: (2024)

On the Expressiveness of Languages for Querying Property Graphs in Relational Databases
by: Rotschield, Hadar, et al.
Published: (2025)

Path-based Algebraic Foundations of Graph Query Languages
by: Angles, Renzo, et al.
Published: (2024)

FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network
by: Zhan, Yi, et al.
Published: (2024)

Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins
by: Karalis, Nikolaos, et al.
Published: (2024)

Optimizing Navigational Graph Queries
by: Mulder, Thomas, et al.
Published: (2024)

Approximating Queries on Probabilistic Graphs
by: Amarilli, Antoine, et al.
Published: (2023)

AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model
by: Zhang, Zeyu, et al.
Published: (2024)

Localized RETE for Incremental Graph Queries with Nested Graph Conditions
by: Barkowsky, Matthias, et al.
Published: (2024)

Demonstrating Online Schema Alignment in Decentralized Knowledge Graphs Querying
by: Tam, Bryan-Elliott, et al.
Published: (2026)

Distributed Evaluation of Graph Queries using Recursive Relational Algebra
by: Chlyah, Sarah, et al.
Published: (2021)

Storing and Querying Evolving Graphs in NoSQL Storage Models
by: Spitalas, Alexandros, et al.
Published: (2025)

Efficient k-step Weighted Reachability Query Processing Algorithms
by: Mei, Congquan, et al.
Published: (2024)

A Modular Graph-Native Query Optimization Framework
by: Lyu, Bingqing, et al.
Published: (2024)

Predictive Query-based Pipeline for Graph Data
by: Neto, Plácido A Souza
Published: (2024)

GraphMatch: Subgraph Query Processing on FPGAs
by: Dann, Jonas, et al.
Published: (2024)

ITR: Grammar-based Graph Compression Supporting Fast Triple Queries
by: Adler, Enno, et al.
Published: (2023)

Robust Recursive Query Parallelism in Graph Database Management Systems
by: Chakraborty, Anurag, et al.
Published: (2025)

DGAI: Decoupled On-Disk Graph-Based ANN Index for Efficient Updates and Queries
by: Lou, Jiahao, et al.
Published: (2025)

Query Rewriting via LLMs
by: Dharwada, Sriram, et al.
Published: (2025)

MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique
by: Zeng, Gailun, et al.
Published: (2025)