Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text

4 September 2018

Papers citing "Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text"

50 / 85 papers shown

Title
Injecting Knowledge Graphs into Large Language Models Erica Coppolillo 29 0 0 12 May 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 76 3 0 11 Mar 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Hanfang Yang LRM RALM ReLM KELM 248 1 0 24 Feb 2025
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering Runxuan Liu Bei Luo Jiaqi Li Baoxin Wang Ming Liu Dayong Wu Shijin Wang Bing Qin LRM 46 0 0 17 Feb 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Siyuan Fang Kaijing Ma Tianyu Zheng Xinrun Du Ningxuan Lu Ge Zhang Qingkun Tang RALM KELM LRM 224 1 0 31 Dec 2024
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering Mufan Xu K. Chen Xuefeng Bai Muyun Yang Tiejun Zhao Min Zhang 88 1 0 17 Dec 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 38 9 0 28 Oct 2024
Temporal Knowledge Graph Question Answering: A Survey Miao Su Zixuan Li Zhuo Chen Long Bai Xiaolong Jin Jiafeng Guo 61 2 0 20 Jun 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 51 3 0 30 Apr 2024
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation Shasha Guo Lizi Liao Jing Zhang Yanling Wang Cuiping Li Hong Chen 42 5 0 02 Apr 2024
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 39 22 0 26 Dec 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Yifan Zhu Luu Anh Tuan RALM 36 38 0 13 Oct 2023
Diversifying Question Generation over Knowledge Base via External Natural Questions Shasha Guo Jing Zhang Xirui Ke Cuiping Li Hong Chen 45 3 0 23 Sep 2023
KGConv, a Conversational Corpus grounded in Wikidata Quentin Brabant Gwénolé Lecorvé L. Rojas-Barahona Claire Gardent 30 1 0 29 Aug 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 28 32 0 20 Jun 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering Jiajie Zhang S. Cao Tingjia Zhang Xin Lv Jiaxin Shi Qingwen Tian Juanzi Li Lei Hou 42 10 0 24 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 52 264 0 16 May 2023
Pay More Attention to Relation Exploration for Knowledge Base Question Answering Yong Cao Yuetian Luo Xudong Li Wen Dai Shuai Chen Anru R. Zhang Min Chen Daniel Hershcovich 23 7 0 03 May 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 48 17 0 12 Apr 2023
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering Debayan Banerjee Pranav Ajit Nair Ricardo Usbeck Chris Biemann 23 9 0 23 Mar 2023
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension Chen Zhang Yuxuan Lai Yansong Feng Xingyu Shen Haowei Du Dongyan Zhao 21 3 0 26 Feb 2023
Semantic Operator Prediction and Applications Farshad Noravesh VLM 20 1 0 01 Jan 2023
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation Xiaoyu Zhang Xin Xin Dongdong Li Wenxuan Liu Pengjie Ren Zhumin Chen Jun Ma Zhaochun Ren 32 34 0 22 Dec 2022
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Ji-Rong Wen RALM 47 77 0 02 Dec 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases Yiheng Shu Zhiwei Yu Yuhan Li Börje F. Karlsson Tingting Ma Yuzhong Qu Chin-Yew Lin 40 70 0 24 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 36 194 0 17 Oct 2022
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs Aditya Sharma Apoorv Saxena Chitrank Gupta Seyed Mehran Kazemi Partha P. Talukdar Soumen Chakrabarti 23 16 0 12 Oct 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding Zhichao Yang Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong-ye Yu 121 49 0 07 Oct 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs Zile Qiao Wei Ye Tong Zhang Tong Mo Weiping Li Shikun Zhang 48 6 0 02 Sep 2022
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein GNN LRM 25 3 0 03 Jun 2022
A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge Dustin Schwenk Apoorv Khandelwal Christopher Clark Kenneth Marino Roozbeh Mottaghi 16 507 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 43 8 0 18 Apr 2022
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph Mingchen Li Jonathan Shihao Ji 20 14 0 15 Apr 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering Jing Zhang Xiaokang Zhang Jifan Yu Jian Tang Jie Tang Cuiping Li Hong Chen 30 119 0 27 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 25 53 0 22 Feb 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 34 4 0 24 Jan 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 28 0 0 10 Nov 2021
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs Yongrui Chen Huiying Li Guilin Qi Tianxing Wu Tenggou Wang 40 22 0 01 Nov 2021
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings Guanglin Niu Yang Li Chengguang Tang Zhongkai Hu Shibin Yang Peng Li Chengyu Wang Hao Wang Jian Sun 19 5 0 29 Oct 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 29 15 0 27 Oct 2021
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning Weiqiang Jin Biao Zhao Hang Yu Xi Tao Ruiping Yin Guizhong Liu 27 59 0 25 Oct 2021
Program Transfer for Answering Complex Questions over Knowledge Bases S. Cao Jiaxin Shi Zijun Yao Xin Lv Jifan Yu Lei Hou Juanzi Li Zhiyuan Liu Jinghui Xiao 35 56 0 12 Oct 2021
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering Donghan Yu Chenguang Zhu Yuwei Fang Wenhao Yu Shuohang Wang Yichong Xu Xiang Ren Yiming Yang Michael Zeng 27 88 0 08 Oct 2021
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases S. Neelam Udit Sharma Hima P. Karanam S. Ikbal Pavan Kapanipathi ... Salim Roukos Alexander G. Gray Guilherme LimaRyan Riegel F. Luus L. V. Subramaniam 19 14 0 28 Sep 2021
Context-guided Triple Matching for Multiple Choice Question Answering Xun Yao Junlong Ma Xinrong Hu Junping Liu Jie Yang Wanqing Li 22 2 0 27 Sep 2021
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy Gerhard Weikum 236 105 0 18 Sep 2021
Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona Weixuan Wang Xiaoling Cai Chongxuan Huang Haoran Wang H. Lu Ximing Liu Wei Peng AI4MH 38 3 0 18 Sep 2021
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 146 140 0 17 Sep 2021
Phrase Retrieval Learns Passage Retrieval, Too Jinhyuk Lee Alexander Wettig Danqi Chen RALM DML 30 46 0 16 Sep 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering Siddhant Garg Alessandro Moschitti 29 26 0 14 Sep 2021