Knowledge Base Question Answering: A Semantic Parsing Perspective

12 September 2022

Papers citing "Knowledge Base Question Answering: A Semantic Parsing Perspective"

25 / 25 papers shown

Title
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering Jasper Linders Jakub M. Tomczak RALM 53 0 0 11 Apr 2025
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Zhiqiang Zhang Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 43 11 0 10 Sep 2024
Temporal Knowledge Graph Question Answering: A Survey Miao Su Zixuan Li Zhuo Chen Long Bai Xiaolong Jin Jiafeng Guo 46 2 0 20 Jun 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 41 3 0 30 Apr 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 22 25 0 22 Feb 2024
BERTologyNavigator: Advanced Question Answering with BERT-based Semantics Shreya Rajpal Ricardo Usbeck 16 1 0 17 Jan 2024
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 16 0 0 06 Nov 2023
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Yiheng Shu Zhiwei Yu 19 3 0 15 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 13 67 0 23 Aug 2023
ADMUS: A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources Yirui Zhan Yanzeng Li Minhao Zhang Lei Zou RALM 19 2 0 09 Aug 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 32 8 0 12 May 2023
Conversational Semantic Parsing using Dynamic Context Graphs Parag Jain Mirella Lapata 35 3 0 04 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 94 76 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 11 37 0 18 Mar 2023
Semantic Operator Prediction and Applications Farshad Noravesh VLM 13 1 0 01 Jan 2023
ImPaKT: A Dataset for Open-Schema Knowledge Base Construction Luke Vilnis Zachary Kenneth Fisher Bhargav Kanagal Patrick C. Murray Sumit Sanghai 19 3 0 21 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 23 52 0 19 Dec 2022
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Donghan Yu Shenmin Zhang Patrick K. L. Ng Henghui Zhu A. Li J. Wang Yiqun Hu William Wang Zhiguo Wang Bing Xiang 158 79 0 30 Sep 2022
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 94 36 0 16 Oct 2021
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 141 138 0 17 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 146 374 0 10 Sep 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 25 81 0 15 Aug 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,835 0 18 Apr 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 131 150 0 23 Oct 2020
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges Bin Fu Yunqi Qiu Chengguang Tang Yang Li Haiyang Yu Jian Sun 148 94 0 26 Jul 2020