Case-based Reasoning for Natural Language Queries over Knowledge Bases

18 April 2021

Papers citing "Case-based Reasoning for Natural Language Queries over Knowledge Bases"

50 / 95 papers shown

Title
CLEAR-KGQA: Clarification-Enhanced Ambiguity Resolution for Knowledge Graph Question Answering Liqiang Wen Guanming Xiong Tong Mo Bing Li Weiping Li Wen Zhao 36 0 0 13 Apr 2025
ZOGRASCOPE: A New Benchmark for Property Graphs Francesco Cazzaro Justin Kleindienst Sofia Marquez A. Quattoni 54 0 0 07 Mar 2025
Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets Preetam Prabhu Srikar Dammu Himanshu Naidu Chirag Shah 42 0 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 51 0 0 06 Mar 2025
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 60 10 0 20 Feb 2025
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Xin Yuan Wenjie Zhang LRM 75 4 0 18 Oct 2024
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering Francesco Maria Molfese Simone Conia Riccardo Orlando Roberto Navigli ReLM LRM RALM 25 1 0 07 Oct 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs Zheng Wang Zhongyang Li Zeren Jiang Dandan Tu Wei Shi 49 7 0 28 Sep 2024
Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT Jihyun Lee Gary Geunbae Lee LRM 41 0 0 10 Sep 2024
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Qing Cui Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 48 11 0 10 Sep 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models Soumya Basu A. S. Rawat Manzil Zaheer RALM 46 0 0 27 Aug 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions Shicheng Liu Sina J. Semnani Harold Triedman Jialiang Xu Isaac Dan Zhao Monica S. Lam 35 6 0 16 Jul 2024
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Jaebok Lee Hyeonjeong Shin 26 1 0 29 Jun 2024
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering Lingxi Zhang Jing Zhang Yanling Wang Cuiping Li Hong Chen 40 0 0 20 Jun 2024
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning Yuxi Feng Raymond Li Zhenan Fan Giuseppe Carenini Mohammadreza Pourreza Weiwei Zhang Yong Zhang 26 1 0 12 Jun 2024
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs Zixuan Dong Baoyun Peng Yufei Wang Jia Fu Xiaodong Wang Yongxue Shan Xin Zhou 42 1 0 03 Jun 2024
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis George Karypis RALM LRM ReLM 62 52 0 30 May 2024
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis Guangmin Zheng Jin Wang Liang-Chih Yu Xuejie Zhang 37 2 0 28 May 2024
Case-Based Reasoning Approach for Solving Financial Question Answering Yikyung Kim Jay-Yoon Lee AIMat 21 0 0 18 May 2024
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions Prayushi Faldu Indrajit Bhattacharya Mausam 43 3 0 16 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 115 228 0 29 Feb 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 61 8 0 23 Feb 2024
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval Wentao Ding Jinmao Li Liangchuan Luo Yuzhong Qu 33 12 0 03 Feb 2024
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein 17 0 0 04 Dec 2023
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning Mayur Patidar Riya Sawhney Avinash Kumar Singh Biswajit Chatterjee Mausam Indrajit Bhattacharya 34 5 0 15 Nov 2023
Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement Yufeng Chen 23 3 0 15 Nov 2023
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA Dhruv Agarwal Rajarshi Das Sopan Khosla Rashmi Gangadharaiah OffRL 18 7 0 14 Nov 2023
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA Hyeong Kyu Choi Seunghun Lee Jaewon Chu Hyunwoo J. Kim 21 5 0 24 Oct 2023
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment Ji Qi Kaixuan Ji Xiaozhi Wang Jifan Yu Kaisheng Zeng Lei Hou Juanzi Li Bin Xu LRM 16 3 0 16 Oct 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 31 38 0 13 Oct 2023
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Yiheng Shu Zhiwei Yu 24 3 0 15 Sep 2023
Ambiguity-Aware In-Context Learning with Large Language Models Lingyu Gao Aditi Chaudhary Krishna Srinivasan Kazuma Hashimoto K. Raman Michael Bendersky 21 7 0 14 Sep 2023
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery Zonglin Yang Xinya Du Junxian Li Jie Zheng Soujanya Poria Erik Cambria LRM 29 44 0 06 Sep 2023
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA Guanting Dong Rumei Li Sirui Wang Yupeng Zhang Yunsen Xian Weiran Xu LMTD 36 18 0 28 Aug 2023
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering Zhenyu Li Sunqi Fan Yu Gu Xiuxing Li Zhichao Duan Bo Dong Ning Liu Jianyong Wang 13 69 0 23 Aug 2023
TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023 Yu. V. Gorishniy Ivan Rubachev Nikolay Kartashev Daniil Shlenskii Akim Kotelnikov Artem Babenko OOD LMTD 19 13 0 26 Jul 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph Jiashuo Sun Chengjin Xu Lumingyuan Tang Sai Wang Chen Lin Yeyun Gong Lionel M. Ni H. Shum Jian Guo LRM 38 60 0 15 Jul 2023
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering Lingxi Zhang Jing Zhang Yanling Wang S. Cao Xinmei Huang Cuiping Li Hong Chen Juan Li 40 22 0 26 Jun 2023
LM-VC: Zero-shot Voice Conversion via Speech Generation based on Language Models Zhichao Wang Yuan-Jui Chen Linfu Xie Qiao Tian Yuping Wang 72 30 0 18 Jun 2023
Differentiable Instruction Optimization for Cross-Task Generalization Masaru Isonuma Junichiro Mori Ichiro Sakata 29 0 0 16 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 37 29 0 16 Jun 2023
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases Xiangzhou Huang Sitao Cheng Yiheng Shu Yuheng Bao Yuzhong Qu ReLM 17 15 0 13 Jun 2023
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling Hao Sun Yongqian Li Li Deng Bowen Li Binyuan Hui Binhua Li Yunshi Lan Yan Zhang Yongbin Li 16 5 0 12 Jun 2023
Joint Pre-training and Local Re-training: Transferable Representation Learning on Multi-source Knowledge Graphs Zequn Sun Jiacheng Huang Jing-Rong Lin Xiaozhou Xu Qijin Chen Wei Hu 34 2 0 05 Jun 2023
Knowledge Base Question Answering for Space Debris Queries Paul Darm Antonio Valerio Miceli Barone Shay B. Cohen A. Riccardi 27 1 0 31 May 2023
Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners Xiaojuan Tang Zilong Zheng Jiaqi Li Fanxu Meng Song-Chun Zhu Yitao Liang Muhan Zhang ReLM LRM 26 53 0 24 May 2023
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 23 1 0 24 May 2023
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata Silei Xu Shicheng Liu Theo Culhane Elizaveta Pertseva Meng-Hsi Wu Sina J. Semnani Monica S. Lam SyDa KELM 18 1 0 23 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 34 136 0 15 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 26 32 0 09 May 2023