Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation

28 April 2015

Heng Ji

Papers citing "Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation"

33 / 33 papers shown

Title
Query Brand Entity Linking in E-Commerce Search Dong Liu Sreyashi Nag 71 0 0 03 Feb 2025
JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase Wanying Ding Vinay K. Chaudhri Naren Chittar Krishna Konakanchi 86 7 0 05 Nov 2024
Knowledge Graph Construction in Power Distribution Networks Xiang Li Che Wang Bing Li Hao Chen Sizhe Li 79 0 0 15 Nov 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 54 9 0 21 Mar 2023
The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning Cherie Poland SyDa 37 5 0 20 Jun 2022
GenIE: Generative Information Extraction Martin Josifoski Nicola De Cao Maxime Peyrard Fabio Petroni Robert West 134 69 0 15 Dec 2021
Ontology-based question answering over corporate structured data S. Gorshkov Constantin Kondratiev Roman Shebalov 63 0 0 08 Nov 2021
Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen Yuhan Li Yinan Liu Jiawei Han Jianyong Wang Xiaojie Yuan 115 53 0 26 Sep 2021
A system for information extraction from scientific texts in Russian E. Bruches A. Mezentseva Tatiana Batura 55 2 0 14 Sep 2021
Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning Hoifung Poon Hai Wang Hunter Lang SSL 91 2 0 27 Jul 2021
On the Temporality of Priors in Entity Linking Renato Stoffalette João AI4CE 13 1 0 14 Jan 2021
Exploring Neural Entity Representations for Semantic Information Andrew Runge Eduard H. Hovy 32 5 0 17 Nov 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 207 451 0 02 Oct 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 47 2 0 28 Aug 2020
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding Bilal Abu-Salih Marwan Al-Tawil Ibrahim Aljarah Hossam Faris P. Wongthongtham 61 61 0 02 Jun 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 107 123 0 31 May 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 306 2,009 0 02 Feb 2020
Improving Entity Linking by Modeling Latent Entity Type Information Shuang Chen Jinpeng Wang F. Jiang Chin-Yew Lin 127 67 0 06 Jan 2020
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 49 12 0 31 Aug 2019
Joint Entity Linking with Deep Reinforcement Learning Zheng Fang Yanan Cao Dongjie Zhang Q. Li Zhenyu Zhang Yanbing Liu 70 95 0 01 Feb 2019
Knowledge Representation Learning: A Quantitative Review Yankai Lin Xu Han Ruobing Xie Zhiyuan Liu Maosong Sun OffRL 68 55 0 28 Dec 2018
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts E. Tutubalina Z. Miftahutdinov Sergey I. Nikolenko Valentin Malykh MedIm 45 83 0 28 Nov 2018
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision Hai Wang Hoifung Poon UQCV 68 53 0 26 Aug 2018
LinkNBed: Multi-Graph Representation Learning with Entity Linkage Rakshit S. Trivedi Bunyamin Sisman Jun Ma Christos Faloutsos H. Zha Xin Luna Dong 50 44 0 23 Jul 2018
Natural Language Processing for EHR-Based Computational Phenotyping Zexian Zeng Yu Deng Xiaoyu Li Tristan Naumann Yuan Luo 97 149 0 13 Jun 2018
hyperdoc2vec: Distributed Representations of Hypertext Documents Jialong Han Yan Song Wayne Xin Zhao Shuming Shi Haisong Zhang 54 32 0 10 May 2018
Improving Entity Linking by Modeling Latent Relations between Mentions Phong Le Ivan Titov KELM 112 201 0 27 Apr 2018
Collective Entity Disambiguation with Structured Gradient Tree Boosting Yi Yang Ozan Irsoy K. S. Rahman 123 39 0 28 Feb 2018
Deep Joint Entity Disambiguation with Local Neural Attention O. Ganea Thomas Hofmann DRL FedML 101 329 0 17 Apr 2017
Learning Concept Embeddings for Efficient Bag-of-Concepts Densification Walid Shalaby Wlodek Zadrozny 30 6 0 10 Feb 2017
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances F. Liu Jinying Chen Abhyuday N. Jagannatha Hong-ye Yu 74 60 0 26 Jun 2016
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 236 321 0 06 Jan 2016
Neural Network Matrix Factorization Gintare Karolina Dziugaite Daniel M. Roy 81 177 0 19 Nov 2015