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Case-based Reasoning for Natural Language Queries over Knowledge Bases

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

18 April 2021

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

50 / 103 papers shown

Title
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 181 0 0 05 Sep 2025
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment Jiaqian Li Qisheng Hu Jing Li Wenya Wang 61 1 0 28 Aug 2025
MiGrATe: Mixed-Policy GRPO for Adaptation at Test-Time Peter Phan Dhruv Agarwal Kavitha Srinivas Horst Samulowitz Pavan Kapanipathi Andrew McCallum 108 1 0 12 Aug 2025
The Structure-Content Trade-off in Knowledge Graph Retrieval Valentin Six Evan Dufraisse Gaël de Chalendar ReLM LRM 268 0 0 16 Jun 2025
$Refract ICL: Rethinking Example Selection in the Era of Million-Token Models$ Refract ICL: Rethinking Example Selection in the Era of Million-Token Models Arjun R. Akula Kazuma Hashimoto Krishna Srinivasan Aditi Chaudhary K. Raman Michael Bendersky 184 0 0 14 Jun 2025
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context LearningComputer Vision and Pattern Recognition (CVPR), 2025 C. L. Philip Chen Yunpeng Zhai Yifan Zhao Jinyang Gao Bolin Ding Jia Li 180 1 0 11 Jun 2025
An Iterative Question-Guided Framework for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Shuai Wang Yinan Yu 211 4 0 02 Jun 2025
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering Yihua Zhu Qianying Liu Akiko Aizawa Hidetoshi Shimodaira 108 2 0 20 May 2025
CLEAR-KGQA: Clarification-Enhanced Ambiguity Resolution for Knowledge Graph Question Answering Liqiang Wen Guanming Xiong Tong Mo Bing Li Weiping Li Wen Zhao 125 2 0 13 Apr 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs Francesco Cazzaro Justin Kleindienst Sofia Marquez A. Quattoni 194 0 0 07 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 3 0 06 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 435 3 0 06 Mar 2025
From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and GenerationInternational Conference on Learning Representations (ICLR), 2025 Xingchen Wan Han Zhou Ruoxi Sun Hootan Nakhost Ke Jiang Sercan Ö. Arık ReLM OffRL LRM 245 14 0 01 Feb 2025
AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language ModelACM Transactions on Software Engineering and Methodology (TOSEM), 2025 Lipeng Ma Weidong Yang Yixuan Li Ben Fei Mingjie Zhou Shuhao Li Sihang Jiang Bo Xu Yanghua Xiao 110 6 0 19 Jan 2025
Paths-over-Graph: Knowledge Graph Empowered Large Language Model ReasoningThe Web Conference (WWW), 2024 Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Xin Yuan Wenjie Zhang LRM 402 37 0 18 Oct 2024
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Francesco Maria Molfese Simone Conia Riccardo Orlando Roberto Navigli ReLM LRM RALM 158 6 0 07 Oct 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zheng Wang Zhongyang Li Zeren Jiang Dandan Tu Wei Shi 190 15 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 113 3 0 10 Sep 2024
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented GenerationThe Web Conference (WWW), 2024 Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Qing Cui Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 229 64 0 10 Sep 2024
A Statistical Framework for Data-dependent Retrieval-Augmented ModelsInternational Conference on Machine Learning (ICML), 2024 Soumya Basu A. S. Rawat Manzil Zaheer RALM 237 1 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 245 21 0 16 Jul 2024
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Jaebok Lee Hyeonjeong Shin 297 5 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 95 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 157 3 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 256 13 0 03 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
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis Guangmin Zheng Jin Wang Liang-Chih Yu Xuejie Zhang 189 13 0 28 May 2024
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 601 30 0 22 May 2024
Case-Based Reasoning Approach for Solving Financial Question Answering Yikyung Kim Jay-Yoon Lee AIMat 103 1 0 18 May 2024
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions Prayushi Faldu Indrajit Bhattacharya Mausam 184 6 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 Tengjiao Wang 3DV 840 427 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 307 29 0 23 Feb 2024
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval Wentao Ding Jinmao Li Liangchuan Luo Yuzhong Qu 127 24 0 03 Feb 2024
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein 332 0 0 04 Dec 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 262 11 0 15 Nov 2023
Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement Yufeng Chen 112 4 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 204 12 0 14 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 10 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 231 4 0 16 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 81 0 13 Oct 2023
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Yiheng Shu Zhiwei Yu 357 4 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 190 10 0 14 Sep 2023
Large Language Models for Automated Open-domain Scientific Hypotheses DiscoveryAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zonglin Yang Xinya Du Junxian Li Jie Zheng Soujanya Poria Xiaoshi Zhong LRM 176 79 0 06 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 27 0 28 Aug 2023
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2023 Zhenyu Li Sunqi Fan Yu Gu Xiuxing Li Zhichao Duan Bo Dong Ning Liu Jianyong Wang 287 115 0 23 Aug 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge GraphInternational Conference on Learning Representations (ICLR), 2023 Jiashuo Sun Chengjin Xu Lumingyuan Tang Saizhuo Wang Chen Lin Yeyun Gong Lionel M. Ni H. Shum Jian Guo LRM 365 170 0 15 Jul 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 142 33 0 26 Jun 2023
LM-VC: Zero-shot Voice Conversion via Speech Generation based on Language ModelsIEEE Signal Processing Letters (IEEE SPL), 2023 Zhichao Wang Yuan-Jui Chen Linfu Xie Qiao Tian Yuping Wang 267 42 0 18 Jun 2023
Differentiable Instruction Optimization for Cross-Task GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Masaru Isonuma Junichiro Mori Ichiro Sakata 162 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 Leilei Gan Guoyin Wang AI4MH LRM 231 37 0 16 Jun 2023