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QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question
  Answering
v1v2v3v4v5 (latest)

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

North American Chapter of the Association for Computational Linguistics (NAACL), 2021
13 April 2021
Michihiro Yasunaga
Hongyu Ren
Antoine Bosselut
Abigail Z. Jacobs
J. Leskovec
    RALMLMTDAI4MHLRM
ArXiv (abs)PDFHTML

Papers citing "QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering"

50 / 319 papers shown
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery ApproachIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2025
Shuqi Liu
Han Wu
Guanzhi Deng
Jianshu Chen
Xiaoyang Wang
Linqi Song
141
0
0
28 Nov 2025
Schema Matching on Graph: Iterative Graph Exploration for Efficient and Explainable Data Integration
Schema Matching on Graph: Iterative Graph Exploration for Efficient and Explainable Data Integration
Mingyu Jeon
Jaeyoung Suh
Suwan Cho
207
1
0
25 Nov 2025
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
Songze Li
Zhiqiang Liu
Zhaoyan Gong
Xiaoke Guo
Zhengke Gui
H. Chen
Wen Zhang
LRM
258
1
0
11 Nov 2025
KGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering
KGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering
Yuanning Cui
Zequn Sun
Wei Hu
Zhangjie Fu
RALM
319
0
0
06 Nov 2025
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
Junchi Yu
Y. Liu
Jindong Gu
Philip Torr
Dongzhan Zhou
RALM
261
3
0
18 Oct 2025
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation
Jinliang Liu
Jiale Bai
Shaoning Zeng
RALMKELMLRM
193
0
0
17 Oct 2025
Query-Specific GNN: A Comprehensive Graph Representation Learning Method for Retrieval Augmented Generation
Query-Specific GNN: A Comprehensive Graph Representation Learning Method for Retrieval Augmented Generation
Yuchen Yan
Zhihua Liu
Hao Wang
Weiming Li
Xiaoshuai Hao
135
0
0
13 Oct 2025
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
Rizal Fathony
Igor Melnyk
Owen Reinert
Nam H. Nguyen
Daniele Rosa
C. Bayan Bruss
AI4TS
345
1
0
13 Oct 2025
EcphoryRAG: Re-Imagining Knowledge-Graph RAG via Human Associative Memory
EcphoryRAG: Re-Imagining Knowledge-Graph RAG via Human Associative Memory
Zirui Liao
90
3
0
10 Oct 2025
NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering
NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering
Kaiwen Shi
Zheyuan Zhang
Zhengqing Yuan
K. Murugesan
Vincent Galass
Chuxu Zhang
Yanfang Ye
166
2
0
10 Oct 2025
Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors
Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors
Marien Renaud
Julien Hermant
Deliang Wei
Yu Sun
144
1
0
08 Oct 2025
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering
Zheyuan Zhang
Kaiwen Shi
Zhengqing Yuan
Zehong Wang
Tianyi Ma
Keerthiram Murugesan
Vincent Galassi
Chuxu Zhang
Yanfang Ye
LLMAG
247
9
0
06 Oct 2025
Graph-based LLM over Semi-Structured Population Data for Dynamic Policy Response
Graph-based LLM over Semi-Structured Population Data for Dynamic Policy Response
D. Shi
Xiaolei Diao
Jinge Wu
Honghan Wu
Xiongfeng Tang
Felix Naughton
Paulina Bondaronek
140
0
0
06 Oct 2025
MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
Siqi Ma
Jiajie Huang
Bolin Yang
Fan Zhang
Jinlin Wu
Yue Shen
Guohui Fan
Zhu Zhang
LRM
190
6
0
28 Sep 2025
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering
Yang Zhao
Chengxiao Dai
Wei Zhuo
Yue Xiu
Dusit Niyato
193
0
0
25 Sep 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
Songze Li
Zhiqiang Liu
Zhengke Gui
H. Chen
Wen Zhang
138
3
0
25 Sep 2025
GRPO++: Enhancing Dermatological Reasoning under Low Resource Settings
GRPO++: Enhancing Dermatological Reasoning under Low Resource Settings
Ismam Nur Swapnil
Aranya Saha
Tanvir Ahmed Khan
Mohammad Ariful Haque
133
0
0
23 Sep 2025
Codifying Natural Langauge Tasks
Codifying Natural Langauge Tasks
Haoyang Chen
Kumiko Tanaka-Ishii
ELM
194
0
0
22 Sep 2025
GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models
GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models
Jialin Chen
Houyu Zhang
Seongjun Yun
Alejandro Mottini
Rex Ying
Xiang Song
V. Ioannidis
Zheng Li
Qingjun Cui
RALM
202
1
0
20 Sep 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
Hanqing Li
Kiran Sheena Jyothi
Henry Liang
Sharika Mahadevan
Diego Klabjan
RALMLRM
197
0
0
16 Sep 2025
Graph-Enhanced Retrieval-Augmented Question Answering for E-Commerce Customer Support
Graph-Enhanced Retrieval-Augmented Question Answering for E-Commerce Customer SupportInternational Journal of Complexity in Applied Science and Technology (IJCAST), 2025
Piyushkumar Patel
RALM
221
2
0
15 Sep 2025
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
Pengcheng Jiang
Siru Ouyang
Yizhu Jiao
Ming Zhong
Runchu Tian
Jiawei Han
RALMKELM
290
10
0
12 Sep 2025
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model AlignmentAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Andrey Sakhovskiy
E. Tutubalina
208
3
0
09 Sep 2025
Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE
Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE
Zahra Zehtabi Sabeti Moghaddam
Zeinab Dehghani
Maneeha Rani
Mohammed Naveed Akram
B. Mishra
R. R. Kureshi
D. Thakker
228
2
0
03 Sep 2025
A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models
A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models
Soham Petkar
Hari Aakash K
Anirudh Vempati
Akshit Sinha
Ponnurangam Kumarauguru
Chirag Agarwal
201
2
0
28 Aug 2025
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
Hao-Heng Chen
Siyu An
Yifei Yu
Qian-Wen Zhang
Linhao Luo
Xiao Huang
Yunsheng Wu
Di Yin
Xing Sun
279
10
0
27 Aug 2025
Robotic Fire Risk Detection based on Dynamic Knowledge Graph Reasoning: An LLM-Driven Approach with Graph Chain-of-Thought
Robotic Fire Risk Detection based on Dynamic Knowledge Graph Reasoning: An LLM-Driven Approach with Graph Chain-of-Thought
Haimei Pan
Jiyun Zhang
Qinxi Wei
Xiongnan Jin
Chen Xinkai
Jie Cheng
AI4CE
233
0
0
25 Aug 2025
FIRESPARQL: A LLM-based Framework for SPARQL Query Generation over Scholarly Knowledge Graphs
FIRESPARQL: A LLM-based Framework for SPARQL Query Generation over Scholarly Knowledge Graphs
Xueli Pan
Victor de Boer
Jacco van Ossenbruggen
135
2
0
14 Aug 2025
IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A
IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A
Chen Li
Chinthani Sugandhika
Yeo Keat Ee
Eric Peh
Hao Zhang
Hong Yang
Deepu Rajan
Basura Fernando
LRM
228
3
0
04 Aug 2025
AGENTICT$^2$S:Robust Text-to-SPARQL via Agentic Collaborative Reasoning over Heterogeneous Knowledge Graphs for the Circular Economy
AGENTICT2^22S:Robust Text-to-SPARQL via Agentic Collaborative Reasoning over Heterogeneous Knowledge Graphs for the Circular Economy
Yang Zhao
Chengxiao Dai
Wei Zhuo
Tan Chuan Fu
Yue Xiu
Dusit Niyato
Jonathan Z. Low
Eugene Ho Hong Zhuang
Daren Zong Loong Tan
201
2
0
03 Aug 2025
$R^2$-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation
R2R^2R2-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation
Zhen Wu
Ritam Dutt
Luke M. Breitfeller
Armineh Nourbakhsh
Siddharth Parekh
Carolyn Rose
247
0
0
02 Aug 2025
Med-GRIM: Enhanced Zero-Shot Medical VQA using prompt-embedded Multimodal Graph RAG
Med-GRIM: Enhanced Zero-Shot Medical VQA using prompt-embedded Multimodal Graph RAG
Rakesh Raj Madavan
Akshat Kaimal
Hashim Faisal
Chandrakala Shanmuganathan
MedIm
195
1
0
20 Jul 2025
Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need
Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need
Bhishma Dedhia
Yuval Kansal
N. Jha
ELMAI4MHLRM
350
7
0
18 Jul 2025
Knowledge Fusion via Bidirectional Information Aggregation
Knowledge Fusion via Bidirectional Information Aggregation
Songlin Zhai
Guilin Qi
Yue Wang
Yuan Meng
KELM
185
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0
11 Jul 2025
The Structure-Content Trade-off in Knowledge Graph Retrieval
The Structure-Content Trade-off in Knowledge Graph Retrieval
Valentin Six
Evan Dufraisse
Gaël de Chalendar
ReLMLRM
402
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16 Jun 2025
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking
Vahid Azizi
Fatemeh Koochaki
AI4TS
267
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0
09 Jun 2025
KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision
KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision
Rong Wu
Pinlong Cai
Jianbiao Mei
Licheng Wen
T. Hu
X. J. Yang
Daocheng Fu
Botian Shi
LRM
354
5
0
01 Jun 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
Beyond Completion: A Foundation Model for General Knowledge Graph ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yin Hua
Zhiqiang Liu
M. Ben-Chen
Zheng Fang
Chi-Man Wong
Lingxiao Li
Chi Man Vong
Ningyu Zhang
Wen Zhang
ReLMLRM
233
2
0
28 May 2025
Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
Derong Xu
Pengyue Jia
Xiaopeng Li
Yingyi Zhang
Xinjian Zhao
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Yichao Wang
Huifeng Guo
Ruiming Tang
Enhong Chen
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RALM
372
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22 May 2025
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
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Martin Böckling
Heiko Paulheim
Andreea Iana
RALM
398
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22 May 2025
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation
Zhan Peng Lee
Andre Lin
Calvin Tan
RALMHILM
545
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16 May 2025
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
Derian Boer
Stephen Roth
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Injecting Knowledge Graphs into Large Language Models
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Erica Coppolillo
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Bringing Structure to Naturalness: On the Naturalness of ASTs
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Bridging Queries and Tables through Entities in Table Retrieval
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Keping Bi
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Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey
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GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases
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Beyond Progress Measures: Theoretical Insights into the Mechanism of Grokking
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