Modeling Global Semantics for Question Answering over Knowledge Bases

Modeling Global Semantics for Question Answering over Knowledge Bases

5 January 2021

Papers citing "Modeling Global Semantics for Question Answering over Knowledge Bases"

19 / 19 papers shown

Title
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base Yongrui Chen Huiying Li Yuncheng Hua Guilin Qi 35 59 0 08 Sep 2021
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv Daya Guo Jingjing Xu Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Guihong Cao Songlin Hu RALM 52 206 0 09 Sep 2019
Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering Jiwei Ding Wei Hu Qixin Xu Yuzhong Qu 60 36 0 29 Aug 2019
Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering Peng Wu Shujian Huang Rongxiang Weng Zaixiang Zheng Jianbing Zhang Xiaohui Yan Jiajun Chen 34 31 0 17 Jul 2019
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases Wanyun Cui Yanghua Xiao Haixun Wang Yangqiu Song Seung-won Hwang Wei Wang 44 256 0 06 Mar 2019
Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs Gaurav Maheshwari Priyansh Trivedi Denis Lukovnikov Nilesh Chakraborty Asja Fischer Jens Lehmann GNN 43 72 0 02 Nov 2018
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 77 415 0 04 Sep 2018
Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing Bo Chen Le Sun Xianpei Han GNN 49 75 0 04 Sep 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering Daniil Sorokin Iryna Gurevych GNN 51 98 0 13 Aug 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 476 20,138 0 30 Oct 2017
Improved Neural Relation Detection for Knowledge Base Question Answering Mo Yu Wenpeng Yin K. Hasan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 46 295 0 20 Apr 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 189 4,815 0 17 Mar 2017
S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking Yi Yang Ming-Wei Chang 43 117 0 26 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 617 29,051 0 09 Sep 2016
Question Answering on Freebase via Relation Extraction and Textual Evidence Kun Xu Siva Reddy Yansong Feng Songfang Huang Dongyan Zhao 62 291 0 03 Mar 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 344 3,282 0 17 Nov 2015
Large-scale Simple Question Answering with Memory Networks Antoine Bordes Nicolas Usunier S. Chopra Jason Weston 109 698 0 05 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 581 12,704 0 11 Dec 2014