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"

38 / 88 papers shown

Title
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
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models Yifu Gao Linbo Qiao Zhigang Kan Zhihua Wen Yongquan He Dongsheng Li 180 21 0 26 Feb 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 307 28 0 23 Feb 2024
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Yang Song Chen Zhu Hengshu Zhu Ji-Rong Wen LLMAG RALM 118 75 0 17 Feb 2024
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval Wentao Ding Jinmao Li Liangchuan Luo Yuzhong Qu 123 24 0 03 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 190 8 0 11 Jan 2024
A Joint-Reasoning based Disease Q&A System Prakash Chandra Sukhwal Vaibhav Rajan A. Kankanhalli LM&MA AI4MH 118 0 0 06 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
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein 324 0 0 04 Dec 2023
Minimizing Factual Inconsistency and Hallucination in Large Language Models Muneeswaran Irulandi Shreya Saxena Siva Prasad M. V. Sai Prakash Advaith Shankar V. Varun Vishal Vaddina Saisubramaniam Gopalakrishnan HILM 135 7 0 23 Nov 2023
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Mayur Patidar Riya Sawhney Avinash Kumar Singh Biswajit Chatterjee Mausam Indrajit Bhattacharya 254 11 0 15 Nov 2023
In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models Yunlong Chen Yaming Zhang Jianfei Yu Li Yang Rui Xia ELM 157 0 0 06 Nov 2023
Solving Hard Analogy Questions with Relation Embedding ChainsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nitesh Kumar Steven Schockaert 183 1 0 18 Oct 2023
From Relevance to Utility: Evidence Retrieval with Feedback for Fact VerificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hengran Zhang Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 132 18 0 18 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
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models Yuanchun Shen Ruotong Liao Zhen Han Yunpu Ma Volker Tresp 149 1 0 12 Oct 2023
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Wenxuan Ding Shangbin Feng Yuhan Liu Zhaoxuan Tan Vidhisha Balachandran Tianxing He Yulia Tsvetkov LRM 149 8 0 02 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 435 367 0 02 Oct 2023
Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language ModelsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2023 Mansi Sakarvadia Aswathy Ajith Arham Khan Daniel Grzenda Nathaniel Hudson André Bauer Kyle Chard Ian Foster KELM LRM 170 22 0 11 Sep 2023
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQAInternational Conference on Information and Knowledge Management (CIKM), 2023 Guanting Dong Rumei Li Sirui Wang Yupeng Zhang Yunsen Xian Weiran Xu LMTD 144 26 0 28 Aug 2023
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study Yanjun Gao Ruizhe Li John R. Caskey Dmitriy Dligach T. Miller M. Churpek Majid Afshar Dmitriy Dligach Majid Afshar LM&MA 276 21 0 28 Aug 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 126 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
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start RecommendationsThe Web Conference (WWW), 2023 Xuansheng Wu Huachi Zhou Yucheng Shi Wenlin Yao Xiao Shi Huang Ninghao Liu LRM 195 28 0 29 Jun 2023
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Lingxi Zhang Jing Zhang Yanling Wang S. Cao Xinmei Huang Cuiping Li Hong Chen Juan Li 138 31 0 26 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A RoadmapIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 443 1,086 0 14 Jun 2023
Message Intercommunication for Inductive Relation Reasoning K. Liang Lingyuan Meng Sihang Zhou Siwei Wang Wenxuan Tu Yue Liu Meng Liu Xinwang Liu LRM 205 13 0 23 May 2023
Schema-adaptable Knowledge Graph ConstructionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 240 5 0 15 May 2023
Pay More Attention to Relation Exploration for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yong Cao Yuetian Luo Xudong Li Wen Dai Shuai Chen Anru R. Zhang Min Chen Daniel Hershcovich 228 13 0 03 May 2023
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question AnsweringWorld wide web (Bussum) (WWWB), 2023 Nan Hu Yike Wu Guilin Qi Dehai Min Jiaoyan Chen Jeff Z. Pan Z. Ali ELM AI4MH 197 52 0 18 Mar 2023
Semantic Operator Prediction and Applications Farshad Noravesh VLM 249 1 0 01 Jan 2023
Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mayur Patidar Prayushi Faldu Avinash Kumar Singh Lovekesh Vig Indrajit Bhattacharya Mausam ELM 193 6 0 20 Dec 2022
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 312 130 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
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesInternational Conference on Learning Representations (ICLR), 2022 Donghan Yu Shenmin Zhang Patrick Ng Henghui Zhu Alexander Hanbo Li Jun Wang Yiqun Hu William Wang Zhiguo Wang Bing Xiang 520 117 0 30 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 142 4 0 03 Jun 2022
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
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringInternational Conference on Learning Representations (ICLR), 2019 Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 365 309 0 24 Nov 2019