v1v2 (latest)

Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering

Annual Meeting of the Association for Computational Linguistics (ACL), 2022

27 February 2022

Jing Zhang

Yanling Wang

Jifan Yu

Jian Tang

Papers citing "Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering"

50 / 88 papers shown

Title
KGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering Yuanning Cui Zequn Sun Wei Hu Zhangjie Fu RALM 194 0 0 06 Nov 2025
Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs A. Cattaneo Carlo Luschi Daniel Justus RALM 191 0 0 06 Nov 2025
KnowCoder-A1: Incentivizing Agentic Reasoning Capability with Outcome Supervision for KBQA Zhuo Chen Fei Wang Z. Li Zhao Zhang Weiwei Ding Chuanguang Yang Yongjun Xu Xiaolong Jin Jiafeng Guo OffRL LRM 104 0 0 29 Oct 2025
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation Jinliang Liu LRM 96 0 0 17 Oct 2025
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 84 0 0 10 Oct 2025
Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs Jia Ao Sun Hao Yu Fabrizio Gotti Fengran Mo Y. Wu Yuchen Hui J. Nie RALM KELM LRM 56 0 0 09 Oct 2025
Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors Marien Renaud Julien Hermant Deliang Wei Yu Sun 88 0 0 08 Oct 2025
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 117 2 0 06 Oct 2025
LLM/Agent-as-Data-Analyst: A Survey Zirui Tang Weizheng Wang Z. Zhou Yang Jiao Bangrui Xu ... Conghui He Bin Wang Conghui He Xiaoyang Wang Fan Wu 146 5 0 28 Sep 2025
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs Can Lin Zhengwang Jiang Ling Zheng Qi Zhao Yuhang Zhang Qi Song Wangqiu Zhou RALM 105 1 0 25 Sep 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching Songze Li Zhiqiang Liu Zhengke Gui H. Chen Wen Zhang 68 1 0 25 Sep 2025
Temporal Reasoning with Large Language Models Augmented by Evolving Knowledge Graphs J. Lin Song Wang Xiaojie Guo Julian Shun Yada Zhu KELM LRM 107 0 0 18 Sep 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs Hanqing Li Kiran Sheena Jyothi Henry Liang Sharika Mahadevan Diego Klabjan RALM LRM 100 0 0 16 Sep 2025
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering Yushi Sun Kai Sun Yifan Ethan Xu X. J. Yang Xin Luna Dong Nan Tang Lei Chen RALM 173 0 0 05 Sep 2025
VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft Honghao Fu Junlong Ren Qi Chai Deheng Ye Yujun Cai Hao Wang LM&Ro 142 3 0 26 Aug 2025
DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS Yingxu Wang Shiqi Fan Mengzhu Wang Siwei Liu Siwei Liu Nan Yin RALM LRM 246 0 0 01 Aug 2025
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Meishan Zhang Xin Zhang X. Zhao Shouzheng Huang Baotian Hu Min Zhang 169 3 0 28 Jul 2025
Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need Bhishma Dedhia Yuval Kansal N. Jha ELM AI4MH LRM 202 4 0 18 Jul 2025
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification Peidong Wei Shiyu Miao Lin Li Shiyu Miao Lin Li 324 4 0 12 Jun 2025
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 206 3 0 01 Jun 2025
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning Vasilije Markovic Lazar Obradovic Laszlo Hajdu Jovan Pavlovic 142 4 0 30 May 2025
Reason-Align-Respond: Aligning LLM Reasoning with Knowledge Graphs for KGQA Xiangqing Shen Fanfan Wang Rui Xia RALM 116 4 0 27 May 2025
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities Chuangtao Ma Yongrui Chen Tianxing Wu Arijit Khan Haofen Wang ELM 279 8 0 26 May 2025
Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering J. Zhu Ye Liu Meikai Bao Kai Zhang Yanghai Zhang Qi Liu LRM 201 1 0 26 May 2025
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs Jie Ma Ning Qu Zhitao Gao Rui Xing Jun Liu ... Jiang Xie Linyun Song Pinghui Wang Jing Tao Zhou Su 250 3 0 21 May 2025
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering Xiao Long Liansheng Zhuang Chen Shen Shaotian Yan Yifei Li Shafei Wang RALM LRM 209 2 0 18 May 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye Xiao Chen Siqiang Luo 3DV 373 10 0 08 Apr 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Haochen Liu Song Wang Chen Chen Jia-Nan Li RALM KELM 166 1 0 30 Mar 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsInternational Conference on Learning Representations (ICLR), 2025 Song Wang Junhong Lin Xiaojie Guo Julian Shun Jundong Li Yada Zhu LRM 185 15 0 28 Mar 2025
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities Md Shahir Zaoad Niamat Zawad Priyanka Ranade Richard Krogman Latifur Khan James Holt 224 3 0 19 Mar 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Mufan Xu Gewen Liang Kehai Chen Wei Wang Xun Zhou M. Yang Tiejun Zhao Min Zhang RALM 279 4 0 07 Mar 2025
Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering DatasetsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Preetam Prabhu Srikar Dammu Himanshu Naidu Chirag Shah 431 3 0 06 Mar 2025
From Voice to Safety: Language AI Powered Pilot-ATC Communication Understanding for Airport Surface Movement Collision Risk Assessment Yutian Pang Andrew Paul Kendall Alex Porcayo Mariah Barsotti Anahita Jain John-Paul Clarke 257 0 0 06 Mar 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Yuheng Ma LRM RALM ReLM KELM 873 3 0 24 Feb 2025
EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2025 Xiao Long Liansheng Zhuang Aodi Li Minghong Yao Shafei Wang RALM LRM 155 8 0 22 Feb 2025
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Runxuan Liu Bei Luo Jiaqi Li Baoxin Wang Ming Liu Dayong Wu Shijin Wang Bing Qin LRM 267 6 0 17 Feb 2025
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question AnsweringInternational Computer Science Conference (ICSC), 2025 Longquan Jiang Junbo Huang Cedric Moller Ricardo Usbeck 184 0 0 06 Feb 2025
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zheyuan Zhang Yiyang Li Nhi Ha Lan Le Zehong Wang Tianyi Ma ... Nuno Moniz Werner Geyer Nitesh Chawla Chuxu Zhang Yanfang Ye AI4MH 216 10 0 20 Dec 2024
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering Mufan Xu Kai Chen Xuefeng Bai Muyun Yang Tiejun Zhao Min Zhang 334 5 0 17 Dec 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented GenerationInternational Conference on Learning Representations (ICLR), 2024 Mufei Li Siqi Miao Pan Li RALM 481 52 0 28 Oct 2024
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo Zicheng Zhao Chen Gong Gholamreza Haffari Chen Gong Shirui Pan LRM RALM 423 31 0 16 Oct 2024
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jinyoung Park Minseok Joo Joo-Kyung Kim H. Kim RALM 197 7 0 12 Oct 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 422 239 0 15 Aug 2024
Multi-turn Response Selection with Commonsense-enhanced Language Models Yuandong Wang Xuhui Ren Tong Chen Yuxiao Dong Nguyen Quoc Viet Hung Jie Tang KELM LRM 146 0 0 26 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 319 10 0 17 Jul 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Dongyang Li Taolin Zhang Longtao Huang Chengyu Wang Xiaofeng He Hui Xue KELM OffRL 160 0 0 24 Jun 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation Jinyuan Fang Zaiqiao Meng Craig Macdonald RALM LRM 142 19 0 17 Jun 2024
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis George Karypis RALM LRM ReLM 298 130 0 30 May 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2024 Mengkang Hu Haoyu Dong Ping Luo Shi Han Dongmei Zhang LMTD RALM 160 7 0 13 May 2024
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions Prayushi Faldu Indrajit Bhattacharya Mausam 180 6 0 16 Mar 2024