Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis

20 January 2022

Papers citing "Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis"

25 / 25 papers shown

Title
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jimeng Sun Jiawei Han RALM 195 4 0 16 Feb 2025
QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers A. Perevalov Dennis Diefenbach Ricardo Usbeck A. Both 55 50 0 31 Jan 2022
A Chinese Multi-type Complex Questions Answering Dataset over Wikidata Jianyun Zou Min Yang Lichao Zhang Yechen Xu Qifan Pan ... Ran Qin Shushu Wang Yifan He Songfang Huang Zhou Zhao 89 9 0 11 Nov 2021
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy Gerhard Weikum 257 111 0 18 Sep 2021
Question Answering Over Temporal Knowledge Graphs Apoorv Saxena Soumen Chakrabarti Partha P. Talukdar AI4MH 106 138 0 03 Jun 2021
CBench: Towards Better Evaluation of Question Answering Over Knowledge Graphs Abdelghny Orogat I-Chien Liu Ahmed El-Roby ELM 44 12 0 05 Apr 2021
Modeling Global Semantics for Question Answering over Knowledge Bases Peiyun Wu Yunjie Wu Linjuan Wu Xiaowang Zhang Zhiyong Feng GNN 40 7 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 62 215 0 16 Nov 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards Kawin Ethayarajh Dan Jurafsky ELM 77 52 0 29 Sep 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 228 95 0 26 Jul 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 63 26 0 21 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 309 2,746 0 02 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 68 354 0 20 Dec 2019
Question Answering over Knowledge Graphs via Structural Query Patterns Weiguo Zheng Mei Zhang 38 12 0 22 Oct 2019
Message Passing for Complex Question Answering over Knowledge Graphs Svitlana Vakulenko J. D. F. Garcia A. Polleres Maarten de Rijke Michael Cochez 58 73 0 19 Aug 2019
Neural Machine Translating from Natural Language to SPARQL Xiaoyu Yin Dagmar Gromann Sebastian Rudolph 62 75 0 21 Jun 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 60 72 0 02 Nov 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 97 590 0 18 Mar 2018
Towards a Question Answering System over the Semantic Web Dennis Diefenbach A. Both K. Singh P. Maret 46 108 0 02 Mar 2018
An Interpretable Reasoning Network for Multi-Relation Question Answering Mantong Zhou Minlie Huang Xiaoyan Zhu KELM 49 119 0 15 Jan 2018
EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs Mohnish Dubey Debayan Banerjee Debanjan Chaudhuri Jens Lehmann 48 112 0 11 Jan 2018
Variational Reasoning for Question Answering with Knowledge Graph Yuyu Zhang H. Dai Zornitsa Kozareva Alex Smola Le Song 92 481 0 12 Sep 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 316 8,174 0 16 Jun 2016
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 89 288 0 22 Mar 2016
Large-scale Simple Question Answering with Memory Networks Antoine Bordes Nicolas Usunier S. Chopra Jason Weston 114 700 0 05 Jun 2015