Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases

24 September 2020

Papers citing "Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases"

50 / 50 papers shown

Title
GPTKB: Comprehensively Materializing Factual LLM Knowledge Yujia Hu Shrestha Ghosh Tuan-Phong Nguyen Simon Razniewski KELM 43 1 0 07 Nov 2024
A Library Perspective on Supervised Text Processing in Digital Libraries: An Investigation in the Biomedical Domain H. Kroll Pascal Sackhoff Bill Matthias Thang Maha Ksouri Wolf-Tilo Balke 62 0 0 06 Nov 2024
SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Application Hanrong Zhang Xuben Wang Jiabao Pan Hongwei Wang 105 7 0 10 Oct 2024
The Factuality of Large Language Models in the Legal Domain Rajaa El Hamdani Thomas Bonald Fragkiskos D. Malliaros Nils Holzenberger Fabian M. Suchanek AILaw HILM 34 0 0 18 Sep 2024
KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning Pierre Monnin Cherif-Hassan Nousradine Lucas Jarnac Laurel Zuckerman Miguel Couceiro 19 0 0 26 Aug 2024
QirK: Question Answering via Intermediate Representation on Knowledge Graphs Jan Luca Scheerer A. Lykov Moe Kayali Ilias Fountalis Dan Olteanu N. Vasiloglou Dan Suciu RALM 30 1 0 14 Aug 2024
Uncertainty Management in the Construction of Knowledge Graphs: a Survey Lucas Jarnac Yoan Chabot Miguel Couceiro 35 0 0 27 May 2024
Evaluating the Knowledge Base Completion Potential of GPT Blerta Veseli Simon Razniewski Jan-Christoph Kalo Gerhard Weikum KELM ELM 29 7 0 23 Oct 2023
The Perils & Promises of Fact-checking with Large Language Models Dorian Quelle Alexandre Bovet 28 20 0 20 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 26 1 0 17 Oct 2023
Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs Duygu Sezen Islakoglu Mel Chekol Yannis Velegrakis 13 1 0 28 Sep 2023
YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy Fabian M. Suchanek Mehwish Alam Thomas Bonald Lihu Chen Pierre-Henri Paris Jules Soria 34 13 0 23 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 30 73 0 11 Aug 2023
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction S. Carta Alessandro Giuliani L. piano Alessandro Sebastian Podda Livio Pompianu Sandro Gabriele Tiddia 25 31 0 03 Jul 2023
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning Lucas Jarnac Miguel Couceiro Pierre Monnin 27 9 0 28 Jun 2023
Knowledge Graphs Querying Arijit Khan 34 16 0 23 May 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey Simon Razniewski Hiba Arnaout Shrestha Ghosh Fabian M. Suchanek 51 8 0 09 May 2023
An Ecosystem for Personal Knowledge Graphs: A Survey and Research Roadmap M. Skjæveland K. Balog Nolwenn Bernard Weronika Lajewska Trond Linjordet 6 12 0 19 Apr 2023
Evaluating Language Models for Knowledge Base Completion Blerta Veseli Sneha Singhania Simon Razniewski Gerhard Weikum ALM 22 18 0 20 Mar 2023
Machine Learning Approaches in Agile Manufacturing with Recycled Materials for Sustainability A. Varde Jianyu Liang AI4CE 22 3 0 15 Mar 2023
Class Cardinality Comparison as a Fermi Problem Shrestha Ghosh Simon Razniewski Gerhard Weikum 45 2 0 08 Mar 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 26 31 0 22 Feb 2023
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph Jingjing Xu M. Biryukov Martin Theobald V. Venugopal 13 0 0 12 Dec 2022
Instance-based Learning for Knowledge Base Completion Wanyun Cui Xingran Chen 24 7 0 13 Nov 2022
Extracting Cultural Commonsense Knowledge at Scale Tuan-Phong Nguyen Simon Razniewski A. Varde Gerhard Weikum 33 57 0 14 Oct 2022
Towards Diversity-tolerant RDF-stores M. Salehpour Joseph G. Davis 11 0 0 10 Sep 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models Haris Widjaja Kiril Gashteovski Wiem Ben-Rim Pengfei Liu Christopher Malon Daniel Ruffinelli Carolin (Haas) Lawrence Graham Neubig 25 5 0 23 Aug 2022
UnCommonSense: Informative Negative Knowledge about Everyday Concepts Hiba Arnaout Simon Razniewski Gerhard Weikum Jeff Z. Pan 26 11 0 19 Aug 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking Tom Ayoola Shubhi Tyagi Joseph Fisher Christos Christodoulopoulos Andrea Pierleoni 45 85 0 08 Jul 2022
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi Doug Downey Tom Hope 27 6 0 16 May 2022
A Library Perspective on Nearly-Unsupervised Information Extraction Workflows in Digital Libraries H. Kroll Jan Pirklbauer Florian Plötzky Wolf-Tilo Balke 16 5 0 02 May 2022
Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale Ihab F. Ilyas Theodoros Rekatsinas V. Konda Jeffrey Pound Xiaoguang Qi Mohamed A. Soliman 24 27 0 15 Apr 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 30 43 0 18 Dec 2021
Survey on English Entity Linking on Wikidata Cedric Moller Jens Lehmann Ricardo Usbeck KELM 30 21 0 03 Dec 2021
Predicting Document Coverage for Relation Extraction Sneha Singhania Simon Razniewski Gerhard Weikum 16 6 0 26 Nov 2021
A Survey on State-of-the-art Techniques for Knowledge Graphs Construction and Challenges ahead Ali Hur N. Janjua Mohiuddin Ahmed 15 28 0 15 Oct 2021
Language Models As or For Knowledge Bases Simon Razniewski Andrew Yates Nora Kassner Gerhard Weikum KELM 30 1 0 10 Oct 2021
K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering Fu Sun Feng-Lin Li Ruize Wang Qianglong Chen Xingyi Cheng Ji Zhang VLM KELM 36 4 0 22 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 42 22 0 20 Sep 2021
BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation Kiril Gashteovski Mingying Yu Bhushan Kotnis Carolin (Haas) Lawrence Mathias Niepert Goran Glavavs 35 14 0 14 Sep 2021
Commonsense Knowledge Base Construction in the Age of Big Data Simon Razniewski 22 0 0 05 May 2021
Modeling Social Readers: Novel Tools for Addressing Reception from Online Book Reviews Pavan Holur Shadi Shahsavari Ehsan Ebrahimzadeh Timothy R. Tangherlini V. Roychowdhury 20 4 0 03 May 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 35 51 0 12 Apr 2021
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata M. Ravi Kuldeep Singh I. Mulang' Saeedeh Shekarpour Johannes Hoffart Jens Lehmann KELM 43 36 0 25 Jan 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
Knowledge Graphs on the Web -- an Overview Nicolas Heist S. Hertling Daniel Ringler Heiko Paulheim 38 67 0 02 Mar 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 181 1,941 0 02 Feb 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 419 2,588 0 03 Sep 2019
Semi-Supervised Event Extraction with Paraphrase Clusters James Ferguson Colin Lockard Daniel S. Weld Hannaneh Hajishirzi 43 39 0 26 Aug 2018
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 123 318 0 06 Jan 2016