CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Zukang, Zhu, Zixuan, Zhu, Xuan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
by: Wang, Ruijie, et al.
Published: (2022)
by: Wang, Ruijie, et al.
Published: (2022)
DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
Case-Based Reasoning Approach for Solving Financial Question Answering
by: Kim, Yikyung, et al.
Published: (2024)
by: Kim, Yikyung, et al.
Published: (2024)
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration
by: Xu, Ran, et al.
Published: (2025)
by: Xu, Ran, et al.
Published: (2025)
IRPAPERS: A Visual Document Benchmark for Scientific Retrieval and Question Answering
by: Shorten, Connor, et al.
Published: (2026)
by: Shorten, Connor, et al.
Published: (2026)
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering
by: Bai, Yang, et al.
Published: (2025)
by: Bai, Yang, et al.
Published: (2025)
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
by: Xu, Zhentao, et al.
Published: (2024)
by: Xu, Zhentao, et al.
Published: (2024)
Leveraging LLM Reasoning Enhances Personalized Recommender Systems
by: Tsai, Alicia Y., et al.
Published: (2024)
by: Tsai, Alicia Y., et al.
Published: (2024)
UQA: Corpus for Urdu Question Answering
by: Arif, Samee, et al.
Published: (2024)
by: Arif, Samee, et al.
Published: (2024)
On Synthesizing Data for Context Attribution in Question Answering
by: Radevski, Gorjan, et al.
Published: (2025)
by: Radevski, Gorjan, et al.
Published: (2025)
Retrieval Augmented Generation for Domain-specific Question Answering
by: Sharma, Sanat, et al.
Published: (2024)
by: Sharma, Sanat, et al.
Published: (2024)
MedHopQA: A Disease-Centered Multi-Hop Reasoning Benchmark and Evaluation Framework for LLM-Based Biomedical Question Answering
by: Islamaj, Rezarta, et al.
Published: (2026)
by: Islamaj, Rezarta, et al.
Published: (2026)
A Method for Multi-Hop Question Answering on Persian Knowledge Graph
by: Ghafouri, Arash, et al.
Published: (2025)
by: Ghafouri, Arash, et al.
Published: (2025)
Multilingual Non-Factoid Question Answering with Answer Paragraph Selection
by: Mishra, Ritwik, et al.
Published: (2024)
by: Mishra, Ritwik, et al.
Published: (2024)
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
by: Zhu, Yuqi, et al.
Published: (2023)
by: Zhu, Yuqi, et al.
Published: (2023)
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models
by: Jiang, Feihu, et al.
Published: (2024)
by: Jiang, Feihu, et al.
Published: (2024)
Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
by: Wang, Yuqi, et al.
Published: (2024)
by: Wang, Yuqi, et al.
Published: (2024)
Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding
by: Ramezan, Kimia, et al.
Published: (2025)
by: Ramezan, Kimia, et al.
Published: (2025)
LLM-Enhanced Linear Autoencoders for Recommendation
by: Moon, Jaewan, et al.
Published: (2025)
by: Moon, Jaewan, et al.
Published: (2025)
MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation
by: Kwon, Daeyong, et al.
Published: (2025)
by: Kwon, Daeyong, et al.
Published: (2025)
SkillGraph: Graph Foundation Priors for LLM Agent Tool Sequence Recommendation
by: Liu, Hao, et al.
Published: (2026)
by: Liu, Hao, et al.
Published: (2026)
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph
by: Guan, Lingxiao, et al.
Published: (2025)
by: Guan, Lingxiao, et al.
Published: (2025)
HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways
by: Cosentino, Cristian, et al.
Published: (2025)
by: Cosentino, Cristian, et al.
Published: (2025)
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
by: Nian, Jinming, et al.
Published: (2024)
by: Nian, Jinming, et al.
Published: (2024)
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models
by: Yang, Hang, et al.
Published: (2024)
by: Yang, Hang, et al.
Published: (2024)
MetaGen Blended RAG: Unlocking Zero-Shot Precision for Specialized Domain Question-Answering
by: Sawarkar, Kunal, et al.
Published: (2025)
by: Sawarkar, Kunal, et al.
Published: (2025)
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
by: Sun, Yushi, et al.
Published: (2025)
by: Sun, Yushi, et al.
Published: (2025)
PPoGA: Predictive Plan-on-Graph with Action for Knowledge Graph Question Answering
by: Jeon, MinGyu, et al.
Published: (2025)
by: Jeon, MinGyu, et al.
Published: (2025)
ArtistMus: A Globally Diverse, Artist-Centric Benchmark for Retrieval-Augmented Music Question Answering
by: Kwon, Daeyong, et al.
Published: (2025)
by: Kwon, Daeyong, et al.
Published: (2025)
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers
by: Košprdić, Miloš, et al.
Published: (2024)
by: Košprdić, Miloš, et al.
Published: (2024)
Retrieval-Augmented Multi-LLM Ensemble for Industrial Part Specification Extraction
by: Mohammed, Muzakkiruddin Ahmed, et al.
Published: (2025)
by: Mohammed, Muzakkiruddin Ahmed, et al.
Published: (2025)
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
by: Qiao, Shuofei, et al.
Published: (2026)
by: Qiao, Shuofei, et al.
Published: (2026)
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
by: Li, Zijian, et al.
Published: (2024)
by: Li, Zijian, et al.
Published: (2024)
SciNets: Graph-Constrained Multi-Hop Reasoning for Scientific Literature Synthesis
by: Dubey, Sauhard
Published: (2025)
by: Dubey, Sauhard
Published: (2025)
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
by: Markowitz, Elan, et al.
Published: (2025)
by: Markowitz, Elan, et al.
Published: (2025)
AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents
by: Zhu, Wenhui, et al.
Published: (2026)
by: Zhu, Wenhui, et al.
Published: (2026)
Text-to-SPARQL Goes Beyond English: Multilingual Question Answering Over Knowledge Graphs through Human-Inspired Reasoning
by: Perevalov, Aleksandr, et al.
Published: (2025)
by: Perevalov, Aleksandr, et al.
Published: (2025)
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
by: Qiao, Shuofei, et al.
Published: (2026)
by: Qiao, Shuofei, et al.
Published: (2026)
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models
by: Srivastava, Akchay, et al.
Published: (2024)
by: Srivastava, Akchay, et al.
Published: (2024)
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities
by: Ma, Chuangtao, et al.
Published: (2025)
by: Ma, Chuangtao, et al.
Published: (2025)
Similar Items
-
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
by: Wang, Ruijie, et al.
Published: (2022) -
DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
by: Zhou, Wei, et al.
Published: (2025) -
Case-Based Reasoning Approach for Solving Financial Question Answering
by: Kim, Yikyung, et al.
Published: (2024) -
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration
by: Xu, Ran, et al.
Published: (2025) -
IRPAPERS: A Visual Document Benchmark for Scientific Retrieval and Question Answering
by: Shorten, Connor, et al.
Published: (2026)