Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases

19 August 2021

Papers citing "Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases"

19 / 19 papers shown

Title
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 109 2 0 26 Oct 2024
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text Soumajit Pramanik Jesujoba Oluwadara Alabi Rishiraj Saha Roy Gerhard Weikum RALM 51 34 0 19 Aug 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 179 194 0 11 Jan 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 241 88 0 29 Dec 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 70 143 0 06 Oct 2020
Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann 126 119 0 22 Sep 2020
REL: An Entity Linker Standing on the Shoulders of Giants Johannes M. van Hulst Faegheh Hasibi K. Dercksen K. Balog A. D. Vries 49 138 0 02 Jun 2020
Question Answering over Curated and Open Web Sources Rishiraj Saha Roy Avishek Anand 45 11 0 24 Apr 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 239 1,691 0 16 Mar 2020
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 113 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 36 95 0 08 Oct 2019
Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering Jiwei Ding Wei Hu Qixin Xu Yuzhong Qu 52 36 0 29 Aug 2019
Message Passing for Complex Question Answering over Knowledge Graphs Svitlana Vakulenko J. D. F. Garcia A. Polleres Maarten de Rijke Michael Cochez 50 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 78 351 0 21 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 75 415 0 04 Sep 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
S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking Yi Yang Ming-Wei Chang 39 117 0 26 Sep 2016
KOGNAC: Efficient Encoding of Large Knowledge Graphs Jacopo Urbani Sourav Dutta Sairam Gurajada Gerhard Weikum 23 21 0 16 Apr 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