GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering

23 March 2023

Papers citing "GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering"

31 / 31 papers shown

Title
Modern Baselines for SPARQL Semantic Parsing Debayan Banerjee Pranav Ajit Nair Jivat Neet Kaur Ricardo Usbeck Chris Biemann 46 32 0 27 Apr 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering Viktoriia Chekalina Anton Razzhigaev A. Sayapin Evgeny Frolov Alexander Panchenko 43 7 0 22 Apr 2022
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering Srinivas Ravishankar June Thai Ibrahim Abdelaziz Nandana Mihidukulasooriya Tahira Naseem Pavan Kapanipathi Gaetano Rossilleo Achille Fokoue 38 24 0 10 Nov 2021
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases S. Neelam Udit Sharma Hima P. Karanam S. Ikbal Pavan Kapanipathi ... Salim Roukos Alexander G. Gray Guilherme LimaRyan Riegel F. Luus L. V. Subramaniam 47 14 0 28 Sep 2021
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy Gerhard Weikum 246 108 0 18 Sep 2021
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text Soumajit Pramanik Jesujoba Oluwadara Alabi Rishiraj Saha Roy Gerhard Weikum RALM 47 34 0 19 Aug 2021
Question Answering over Knowledge Graphs with Neural Machine Translation and Entity Linking Daniel Diomedi Aidan Hogan 21 14 0 06 Jul 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 36 161 0 25 May 2021
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding Keyur Faldu A. Sheth Prashant Kikani Hemang Akabari 37 28 0 09 Apr 2021
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann M. Maleshkova LMTD GNN 53 53 0 04 Apr 2021
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann GNN 82 23 0 13 Mar 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 231 87 0 29 Dec 2020
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding Donghan Yu Chenguang Zhu Yiming Yang Michael Zeng KELM 41 142 0 02 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 84 182 0 01 Oct 2020
Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann 122 116 0 22 Sep 2020
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 91 655 0 13 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 296 19,824 0 23 Oct 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base Tao Shen Xiubo Geng Tao Qin Daya Guo Duyu Tang Nan Duan Guodong Long Daxin Jiang 111 81 0 11 Oct 2019
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion Philipp Christmann Rishiraj Saha Roy Abdalghani Abujabal Jyotsna Singh Gerhard Weikum 31 95 0 08 Oct 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 272 785 0 17 Sep 2019
Message Passing for Complex Question Answering over Knowledge Graphs Svitlana Vakulenko J. D. F. Garcia A. Polleres Maarten de Rijke Michael Cochez 34 73 0 19 Aug 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 56 348 0 21 Apr 2019
PyTorch-BigGraph: A Large-scale Graph Embedding System Adam Lerer Ledell Yu Wu Jiajun Shen Timothée Lacroix Luca Wehrstedt Abhijit Bose A. Peysakhovich GNN 50 384 0 28 Mar 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 56 412 0 04 Sep 2018
Towards a Question Answering System over the Semantic Web Dennis Diefenbach A. Both K. Singh P. Maret 35 108 0 02 Mar 2018
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph Amrita Saha Vardaan Pahuja Mitesh M. Khapra Karthik Sankaranarayanan A. Chandar 56 200 0 31 Jan 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 345 19,991 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 487 129,831 0 12 Jun 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 150 4,772 0 17 Mar 2017
Large-scale Simple Question Answering with Memory Networks Antoine Bordes Nicolas Usunier S. Chopra Jason Weston 91 697 0 05 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 896 149,474 0 22 Dec 2014