Copertina

KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Markowitz, Elan, Galiya, Krupa, Steeg, Greg Ver, Galstyan, Aram
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Artificial Intelligence Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Knowledge Enhanced Multi-Domain Recommendations in an AI Assistant Application
di: Markowitz, Elan, et al.
Pubblicazione: (2023)

RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration
di: Yu, Hong Qing, et al.
Pubblicazione: (2025)

CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning
di: Yang, Zukang, et al.
Pubblicazione: (2024)

Inside CORE-KG: Evaluating Structured Prompting and Coreference Resolution for Knowledge Graphs
di: Meher, Dipak, et al.
Pubblicazione: (2025)

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
di: Lairgi, Yassir, et al.
Pubblicazione: (2024)

MedHopQA: A Disease-Centered Multi-Hop Reasoning Benchmark and Evaluation Framework for LLM-Based Biomedical Question Answering
di: Islamaj, Rezarta, et al.
Pubblicazione: (2026)

Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning
di: Wu, Junlin, et al.
Pubblicazione: (2025)

KG-RAG: Bridging the Gap Between Knowledge and Creativity
di: Sanmartin, Diego
Pubblicazione: (2024)

Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models
di: Sun, Qiang, et al.
Pubblicazione: (2024)

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension
di: Qiu, Zipeng, et al.
Pubblicazione: (2024)

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
di: Liang, Ke, et al.
Pubblicazione: (2022)

TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance
di: Luo, Weiqing, et al.
Pubblicazione: (2024)

Enhancing LLM Medical Coding with Structured External Knowledge
di: Gan, Yidong, et al.
Pubblicazione: (2026)

LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking
di: Azizi, Vahid, et al.
Pubblicazione: (2025)

AD-Bench: A Real-World, Trajectory-Aware Advertising Analytics Benchmark for LLM Agents
di: Hu, Lingxiang, et al.
Pubblicazione: (2026)

Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine
di: Dou, Chengfeng, et al.
Pubblicazione: (2025)

Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
di: Qiu, Zhangchi, et al.
Pubblicazione: (2025)

IDGenRec: LLM-RecSys Alignment with Textual ID Learning
di: Tan, Juntao, et al.
Pubblicazione: (2024)

DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
di: Zhou, Wei, et al.
Pubblicazione: (2025)

Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
di: Wang, Yuqi, et al.
Pubblicazione: (2024)

An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents
di: Jin, Bowen, et al.
Pubblicazione: (2025)

BioRAG: A RAG-LLM Framework for Biological Question Reasoning
di: Wang, Chengrui, et al.
Pubblicazione: (2024)

Auto-ARGUE: LLM-Based Report Generation Evaluation
di: Walden, William, et al.
Pubblicazione: (2025)

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature
di: Katz, Uri, et al.
Pubblicazione: (2024)

ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
di: Zhang, Xiaohui, et al.
Pubblicazione: (2026)

Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
di: Qiu, Zhangchi, et al.
Pubblicazione: (2024)

AutoPureData: Automated Filtering of Undesirable Web Data to Update LLM Knowledge
di: Vadlapati, Praneeth
Pubblicazione: (2024)

ScrapeGraphAI-100k: Dataset for Schema-Constrained LLM Generation
di: Brach, William, et al.
Pubblicazione: (2026)

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
di: Zhao, Xuejiao, et al.
Pubblicazione: (2025)

MCERF: Advancing Multimodal LLM Evaluation of Engineering Documentation with Enhanced Retrieval
di: Khanghah, Kiarash Naghavi, et al.
Pubblicazione: (2026)

RDF-Based Structured Quality Assessment Representation of Multilingual LLM Evaluations
di: Gwozdz, Jonas, et al.
Pubblicazione: (2025)

OAEI-LLM: A Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching
di: Qiang, Zhangcheng, et al.
Pubblicazione: (2024)

Evaluating LLM-based Approaches to Legal Citation Prediction: Domain-specific Pre-training, Fine-tuning, or RAG? A Benchmark and an Australian Law Case Study
di: Han, Jiuzhou, et al.
Pubblicazione: (2024)

Deterministic Legal Agents: A Canonical Primitive API for Auditable Reasoning over Temporal Knowledge Graphs
di: de Martim, Hudson
Pubblicazione: (2025)

LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking
di: Zeng, Yifan, et al.
Pubblicazione: (2024)

Triple Modality Fusion: Aligning Visual, Textual, and Graph Data with Large Language Models for Multi-Behavior Recommendations
di: Ma, Luyi, et al.
Pubblicazione: (2024)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
di: Jin, Zhuoran, et al.
Pubblicazione: (2024)

FinAgentBench: A Benchmark Dataset for Agentic Retrieval in Financial Question Answering
di: Choi, Chanyeol, et al.
Pubblicazione: (2025)

A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges
di: Xi, Yunjia, et al.
Pubblicazione: (2025)

Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges
di: Thakur, Nandan, et al.
Pubblicazione: (2025)