Knowledge Base Question Answering by Case-based Reasoning over Subgraphs

22 February 2022

Robin Jia

Papers citing "Knowledge Base Question Answering by Case-based Reasoning over Subgraphs"

28 / 28 papers shown

Title
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 46 0 0 06 Mar 2025
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders Nishant Yadav Nicholas Monath Manzil Zaheer Rob Fergus Andrew McCallum CML RALM 40 1 0 06 May 2024
HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models Gabriel H. Sarch Sahil Somani Raghav Kapoor Michael J. Tarr Katerina Fragkiadaki LM&Ro LLMAG 34 3 0 29 Apr 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Yuanhuiyi Lyu Xueye Zheng Jiazhou Zhou Lin Wang 32 14 0 19 Mar 2024
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions Prayushi Faldu Indrajit Bhattacharya Mausam 35 3 0 16 Mar 2024
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Chaojie Wang Yishi Xu Zhong Peng Chenxi Zhang Bo Chen Xinrun Wang Lei Feng Bo An 74 18 0 31 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 31 5 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 19 5 0 24 Oct 2023
Solving Hard Analogy Questions with Relation Embedding Chains Nitesh Kumar Steven Schockaert 17 1 0 18 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 18 1 0 17 Oct 2023
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models Wenxuan Ding Shangbin Feng Yuhan Liu Zhaoxuan Tan Vidhisha Balachandran Tianxing He Yulia Tsvetkov LRM 33 2 0 02 Oct 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
ADMUS: A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources Yirui Zhan Yanzeng Li Minhao Zhang Lei Zou RALM 29 2 0 09 Aug 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
Analogy-Forming Transformers for Few-Shot 3D Parsing N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 21 2 0 27 Apr 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 36 35 0 26 Mar 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey Zonglin Yang Xinya Du Rui Mao Jinjie Ni Erik Cambria LRM ReLM 21 24 0 21 Mar 2023
Text2shape Deep Retrieval Model: Generating Initial Cases for Mechanical Part Redesign under the Context of Case-Based Reasoning Tianshuo Zang Maolin Yang Wentao Yong Pingyu Jiang 3DV 16 4 0 13 Feb 2023
Case-Based Reasoning with Language Models for Classification of Logical Fallacies Zhivar Sourati Filip Ilievski Hông-Ân Sandlin Alain Mermoud LRM 26 12 0 27 Jan 2023
Language Models as Inductive Reasoners Zonglin Yang Li Dong Xinya Du Hao Cheng Erik Cambria Xiaodong Liu Jianfeng Gao Furu Wei ReLM LRM 30 32 0 21 Dec 2022
Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions Mayur Patidar Prayushi Faldu Avinash Kumar Singh L. Vig Indrajit Bhattacharya Mausam ELM 24 5 0 20 Dec 2022
Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu Yichong Xu W. Yu Shuohang Wang Ziyi Yang Chenguang Zhu Kai-Wei Chang Yizhou Sun KELM RALM LRM 14 26 0 15 Nov 2022
Does Wikidata Support Analogical Reasoning? Filip Ilievski Jay Pujara K. Shenoy 19 2 0 02 Oct 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 172 79 0 30 Sep 2022
Understanding Narratives through Dimensions of Analogy Thiloshon Nagarajah Filip Ilievski Jay Pujara 17 6 0 14 Jun 2022
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
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals Gaole He Yunshi Lan Jing Jiang Wayne Xin Zhao Ji-Rong Wen 120 186 0 11 Jan 2021