v1v2 (latest)

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021

15 April 2021

Hanwang Zhang

Papers citing "TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph"

49 / 49 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
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
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
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
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 169 0 0 05 Sep 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
Knowledge Fusion via Bidirectional Information Aggregation Songlin Zhai Guilin Qi Yue Wang Yuan Meng 90 0 0 11 Jul 2025
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification Peidong Wei Shiyu Miao Lin Li Shiyu Miao Lin Li 320 0 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
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 197 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
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models Zahid Hassan Tushar Adeleke Ademakinwa Jianwu Wang Zhibo Zhang Sanjay Purushotham 3DPC 221 11 0 04 Apr 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 151 8 0 22 Feb 2025
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space ExplorationProceedings of the VLDB Endowment (PVLDB), 2024 Yukun Cao Zengyi Gao Hui Yuan Xike Xie S.Kevin Zhou Jianliang Xu 229 3 0 06 Nov 2024
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis George Karypis RALM LRM ReLM 294 130 0 30 May 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured EnvironmentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Sitao Cheng Ziyuan Zhuang Yong Xu Fangkai Yang Chaoyun Zhang ... Ling Chen Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang KELM LLMAG LRM 179 33 0 13 Mar 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases Jiajie Zhang S. Cao Linmei Hu Ling Feng Lei Hou Juanzi Li KELM 106 4 0 02 Feb 2024
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement Xin Quan Marco Valentino Louise A. Dennis André Freitas LRM 132 17 0 01 Feb 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Jinxi Liu S. Cao Jiaxin Shi Tingjian Zhang Lunyiu Nie Linmei Hu Lei Hou Juanzi Li ELM 186 8 0 11 Jan 2024
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge GraphConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jinhao Jiang Kun Zhou Wayne Xin Zhao Yaliang Li Ji-Rong Wen LRM 141 41 0 30 Dec 2023
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 380 42 0 26 Dec 2023
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs Haowei Du Quzhe Huang Chen Li Chen Zhang Yang Li Dongyan Zhao 136 3 0 19 Dec 2023
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein 324 0 0 04 Dec 2023
Co-guiding for Multi-intent Spoken Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Bowen Xing Ivor W. Tsang 208 4 0 22 Nov 2023
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQANeural Information Processing Systems (NeurIPS), 2023 Hyeong Kyu Choi Seunghun Lee Jaewon Chu Hyunwoo J. Kim 139 9 0 24 Oct 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Zhonghong Ou Luu Anh Tuan RALM 263 76 0 13 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningInternational Conference on Learning Representations (ICLR), 2023 Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 431 367 0 02 Oct 2023
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases Xintao Wang Qian Yang Yongting Qiu Jiaqing Liang Qi He Zhouhong Gu Yanghua Xiao Wei Wang KELM RALM 122 66 0 17 Aug 2023
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zijun Yao Yuan-Kuo Chen Xin Lv S. Cao Amy Xin ... Hailong Jin Jianjun Xu Peng Zhang Lei Hou Juanzi Li 133 5 0 06 Jul 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zijun Yao Yantao Liu Xin Lv S. Cao Jifan Yu Lei Hou Juanzi Li 161 11 0 06 Jul 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiajie Zhang S. Cao Tingjia Zhang Xin Lv Jiaxin Shi Qingwen Tian Juanzi Li Lei Hou 136 16 0 24 May 2023
Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models Navid Madani Rohini Srihari K. Joseph 80 1 0 03 Mar 2023
Cross-Lingual Question Answering over Knowledge Base as Reading ComprehensionFindings (Findings), 2023 Chen Zhang Yuxuan Lai Yansong Feng Xingyu Shen Haowei Du Dongyan Zhao 153 4 0 26 Feb 2023
Semantic Operator Prediction and Applications Farshad Noravesh VLM 245 1 0 01 Jan 2023
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge GraphInternational Conference on Learning Representations (ICLR), 2022 Jinhao Jiang Kun Zhou Wayne Xin Zhao Ji-Rong Wen RALM 308 130 0 02 Dec 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge BasesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yiheng Shu Zhiwei Yu Yuhan Li Börje F. Karlsson Tingting Ma Yuzhong Qu Chin-Yew Lin 169 88 0 24 Oct 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Bowen Xing Ivor W. Tsang 205 40 0 19 Oct 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question AnsweringInternational Conference on Computational Linguistics (COLING), 2022 Priyanka Sen Alham Fikri Aji Amir Saffari LRM 236 88 0 04 Oct 2022
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question AnsweringNatural Language Processing and Chinese Computing (NLPCC), 2022 Haowei Du Quzhe Huang Chen Zhang Dongyan Zhao 119 4 0 07 Sep 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge GraphsInternational Conference on Computational Linguistics (COLING), 2022 Zile Qiao Wei Ye Tong Zhang Tong Mo Weiping Li Shikun Zhang 146 9 0 02 Sep 2022
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge GraphsExtended Semantic Web Conference (ESWC), 2022 Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein GNN LRM 126 4 0 03 Jun 2022
CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases Dung Ngoc Thai Srinivas Ravishankar Ibrahim Abdelaziz Mudit Chaudhary Nandana Mihindukulasooriya Tahira Naseem Rajarshi Das Pavan Kapanipathi Achille Fokoue Andrew McCallum 147 9 0 18 Apr 2022
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge GraphInternational Conference on Computational Linguistics (COLING), 2022 Mingchen Li Jonathan Shihao Ji 225 17 0 15 Apr 2022
Improving Question Answering over Knowledge Graphs Using Graph Summarization Sirui Li Kok Kai Wong Dengya Zhu L. Fung 118 14 0 25 Mar 2022
Program Transfer for Answering Complex Questions over Knowledge BasesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 S. Cao Jiaxin Shi Zijun Yao Xin Lv Jifan Yu Lei Hou Juanzi Li Zhiyuan Liu Jinghui Xiao 156 63 0 12 Oct 2021
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 315 171 0 17 Sep 2021
Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection Priyanka Sen Amir Saffari Armin Oliya 185 27 0 13 Sep 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 364 112 0 15 Aug 2021
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge BaseAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 S. Cao Jiaxin Shi Liangming Pan L. Nie Yutong Xiang Lei Hou Juanzi Li Bin He Hanwang Zhang LMTD CoGe 280 118 0 08 Jul 2020