Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?

13 May 2022

Papers citing "Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?"

17 / 17 papers shown

Title
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs Yongrui Chen Huiying Li Guilin Qi Tianxing Wu Tenggou Wang 57 23 0 01 Nov 2021
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy Gerhard Weikum 248 108 0 18 Sep 2021
Question Answering Over Temporal Knowledge Graphs Apoorv Saxena Soumen Chakrabarti Partha P. Talukdar AI4MH 87 136 0 03 Jun 2021
Knowledge Graph Question Answering using Graph-Pattern Isomorphism Daniel Vollmers Rricha Jalota Diego Moussallem Hardik Topiwala A. N. Ngomo Ricardo Usbeck Data Science Group 45 19 0 11 Mar 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 39 212 0 16 Nov 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 53 25 0 21 May 2020
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 56 353 0 20 Dec 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 211 10,792 0 29 Oct 2019
Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering Jiwei Ding Wei Hu Qixin Xu Yuzhong Qu 44 36 0 29 Aug 2019
A Comparative Survey of Recent Natural Language Interfaces for Databases Katrin Affolter Kurt Stockinger Abraham Bernstein 45 148 0 21 Jun 2019
No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph Kuldeep Singh Ioanna Lytra Arun Sethupat Radhakrishna Saeedeh Shekarpour Maria-Esther Vidal Jens Lehmann 48 35 0 26 Sep 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 69 578 0 18 Mar 2018
An Interpretable Reasoning Network for Multi-Relation Question Answering Mantong Zhou Minlie Huang Xiaoyan Zhu KELM 49 118 0 15 Jan 2018
Variational Reasoning for Question Answering with Knowledge Graph Yuyu Zhang H. Dai Zornitsa Kozareva Alex Smola Le Song 80 476 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 628 130,942 0 12 Jun 2017
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus Iulian Serban Alberto García-Durán Çağlar Gülçehre Sungjin Ahn A. Chandar Aaron Courville Yoshua Bengio LRM 63 287 0 22 Mar 2016
Large-scale Simple Question Answering with Memory Networks Antoine Bordes Nicolas Usunier S. Chopra Jason Weston 106 697 0 05 Jun 2015