v1v2v3 (latest)

ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering

17 April 2022

Papers citing "ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering"

48 / 48 papers shown

Title
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering Shuai Wang Yinan Yu 54 0 0 02 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 35 0 0 01 Jun 2025
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering Xiao Long Liansheng Zhuang Chen Shen Shaotian Yan Yifei Li Shafei Wang RALM LRM 51 0 0 18 May 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye Xiao Chen Siqiang Luo 3DV 141 0 0 08 Apr 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning Mufan Xu Gewen Liang Kehai Chen Wei Wang Xun Zhou M. Yang Tiejun Zhao Min Zhang RALM 142 3 0 07 Mar 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs Francesco Cazzaro Justin Kleindienst Sofia Marquez A. Quattoni 81 0 0 07 Mar 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Hanfang Yang LRM RALM ReLM KELM 459 2 0 24 Feb 2025
EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering Xiao Long Liansheng Zhuang Aodi Li Minghong Yao Shafei Wang RALM LRM 70 1 0 22 Feb 2025
R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs Sumin Jo Junseong Choi Jiho Kim Edward Choi 129 0 0 18 Feb 2025
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering Mufan Xu Kai Chen Xuefeng Bai Muyun Yang Tiejun Zhao Min Zhang 165 3 0 17 Dec 2024
Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System David Maria Schmidt Mohammad Fazleh Elahi Philipp Cimiano 80 0 0 06 Nov 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 105 0 0 01 Oct 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 108 111 0 15 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 115 8 0 16 Jul 2024
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Jaebok Lee Hyeonjeong Shin 100 2 0 29 Jun 2024
Temporal Knowledge Graph Question Answering: A Survey Miao Su Zixuan Li Zhuo Chen Long Bai Xiaolong Jin Jiafeng Guo 107 4 0 20 Jun 2024
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs Haishuo Fang Xiaodan Zhu Iryna Gurevych AI4CE 39 2 0 11 Jun 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 188 11 0 22 May 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 75 6 0 30 Apr 2024
Self-Improvement Programming for Temporal Knowledge Graph Question Answering Zhuo Chen Zhao Zhang Zixuan Li Fei Wang Yutao Zeng Xiaolong Jin Yongjun Xu 123 8 0 02 Apr 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction Xiang Huang Sitao Cheng Shanshan Huang Jiayu Shen Yong Xu Chaoyun Zhang Yuzhong Qu KELM LRM 137 11 0 18 Mar 2024
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering Armin Toroghi Willis Guo Mohammad Mahdi Torabi pour Scott Sanner LRM 90 10 0 03 Mar 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments Yu Gu Yiheng Shu Hao Yu Xiao Liu Yuxiao Dong Jie Tang Jayanth Srinivasa Hugo Latapie Yu-Chuan Su KELM LLMAG 105 34 0 22 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 67 44 0 17 Feb 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 61 3 0 02 Feb 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution Wenyue Hua Xianjun Yang Zelong Li Cheng Wei Yongfeng Zhang LLMAG 85 4 0 02 Feb 2024
BERTologyNavigator: Advanced Question Answering with BERT-based Semantics Shreya Rajpal Ricardo Usbeck 88 1 0 17 Jan 2024
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Shicheng Liu Jialiang Xu Wesley Tjangnaka Sina J. Semnani Chen Jie Yu Monica S. Lam 80 4 0 16 Nov 2023
Temporal Knowledge Question Answering via Abstract Reasoning Induction Ziyang Chen Dongfang Li Xiang Zhao Baotian Hu Min Zhang LRM 77 17 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 61 8 0 14 Nov 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 Zhonghong Ou Luu Anh Tuan RALM 105 47 0 13 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 133 238 0 02 Oct 2023
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Yiheng Shu Zhiwei Yu 116 3 0 15 Sep 2023
Code-Style In-Context Learning for Knowledge-Based Question Answering Zhijie Nie Richong Zhang Zhongyuan Wang Xudong Liu 38 6 0 09 Sep 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 77 80 0 23 Aug 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 152 315 0 07 Aug 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 41 1 0 23 May 2023
Make a Choice! Knowledge Base Question Answering with In-Context Learning Chuanyuan Tan Yuehe Chen Wenbiao Shao Wenliang Chen 50 13 0 23 May 2023
Few-shot In-context Learning for Knowledge Base Question Answering Tianle Li Xueguang Ma Alex Zhuang Yu Gu Yu-Chuan Su Wenhu Chen 182 84 0 02 May 2023
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering Nan Hu Yike Wu Guilin Qi Dehai Min Jiaoyan Chen Jeff Z. Pan Z. Ali ELM AI4MH 86 40 0 18 Mar 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 100 102 0 14 Mar 2023
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension Chen Zhang Yuxuan Lai Yansong Feng Xingyu Shen Haowei Du Dongyan Zhao 102 3 0 26 Feb 2023
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 121 58 0 19 Dec 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 71 33 0 09 Nov 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 81 74 0 24 Oct 2022
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Donghan Yu Shenmin Zhang Patrick Ng Henghui Zhu Alexander Hanbo Li Jun Wang Yiqun Hu William Wang Zhiguo Wang Bing Xiang 237 87 0 30 Sep 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 116 29 0 12 Sep 2022
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation L. Nie S. Cao Jiaxin Shi Jiu Sun Qingwen Tian Lei Hou Juanzi Li Jidong Zhai GNN 99 21 0 24 May 2022