Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning

25 October 2021

Papers citing "Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning"

30 / 30 papers shown

Title
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein GNN LRM 34 3 0 03 Jun 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 51 54 0 22 Feb 2022
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector Weiqiang Jin Hang Yu Xiangfeng Luo ViT 36 15 0 24 Oct 2021
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 57 164 0 25 May 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 188 194 0 11 Jan 2021
Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph Yu Chen Ananya Subburathinam Ching-Hua Chen Mohammed J Zaki 69 66 0 05 Jan 2021
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases Yu Gu Sue E. Kase M. Vanni Brian M. Sadler Percy Liang Xifeng Yan Yu-Chuan Su 39 214 0 16 Nov 2020
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 53 43 0 14 Nov 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 213 94 0 26 Jul 2020
Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts Qiongxing Tao Xiangfeng Luo Hao Wang 29 29 0 04 Dec 2019
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation Zequn Sun Chengming Wang Wei Hu Muhao Chen Jian Dai Wei Zhang Yuzhong Qu 67 330 0 20 Nov 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 70 463 0 04 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 571 2,670 0 03 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 653 24,464 0 26 Jul 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 67 260 0 09 Jul 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 95 487 0 04 Jun 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 80 354 0 21 Apr 2019
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Zi-Yuan Chen Chih-Hung Chang Yi-Pei Chen Jijnasa Nayak Lun-Wei Ku 56 100 0 02 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 107 3,151 0 01 Apr 2019
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text Haitian Sun Bhuwan Dhingra Manzil Zaheer Kathryn Mazaitis Ruslan Salakhutdinov William W. Cohen 77 416 0 04 Sep 2018
SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach Michael Petrochuk Luke Zettlemoyer 33 89 0 24 Apr 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 88 583 0 18 Mar 2018
Variational Reasoning for Question Answering with Knowledge Graph Yuyu Zhang H. Dai Zornitsa Kozareva Alex Smola Le Song 88 478 0 12 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Improved Neural Relation Detection for Knowledge Base Question Answering Mo Yu Wenpeng Yin K. Hasan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 56 295 0 20 Apr 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 623 29,051 0 09 Sep 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,978 0 20 Jun 2016
Key-Value Memory Networks for Directly Reading Documents Alexander H. Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston RALM KELM OffRL 88 969 0 09 Jun 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 60 1,202 0 16 Oct 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,625 0 06 Feb 2015