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Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models

12 August 2020

Papers citing "Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models"

24 / 24 papers shown

Title
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 128 2 0 05 May 2025
Mathematical Entities: Corpora and Benchmarks Jacob Collard Valeria C V de Paiva Eswaran Subrahmanian 55 0 0 17 Jun 2024
Matching of Descriptive Labels to Glossary Descriptions Toshihiro Takahashi Takaaki Tateishi Michiaki Tatsubori VLM 15 0 0 27 Oct 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 77 9 0 30 Jul 2023
Self-Distillation with Meta Learning for Knowledge Graph Completion Yunshui Li Junhao Liu Chengming Li Min Yang 76 5 0 20 May 2023
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings Mattia Atzeni Mikhail Plekhanov F. Dreyer Nora Kassner Simone Merello Louis Martin Nicola Cancedda 75 2 0 19 May 2023
Visual Named Entity Linking: A New Dataset and A Baseline Wenxiang Sun Yixing Fan Jiafeng Guo Ruqing Zhang Xueqi Cheng 57 16 0 09 Nov 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking Tom Ayoola Shubhi Tyagi Joseph Fisher Christos Christodoulopoulos Andrea Pierleoni 80 89 0 08 Jul 2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base Tom Ayoola Joseph Fisher Andrea Pierleoni 80 15 0 08 Jul 2022
Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications Sai Munikoti D. Agarwal L. Das M. Halappanavar Balasubramaniam Natarajan GNN OffRL AI4CE 84 64 0 16 Jun 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 69 27 0 15 Apr 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking T. Lai Heng Ji ChengXiang Zhai RALM 79 12 0 27 Feb 2022
A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models Da Yin Li Dong Hao Cheng Xiaodong Liu Kai-Wei Chang Furu Wei Jianfeng Gao KELM 71 34 0 17 Feb 2022
Survey on English Entity Linking on Wikidata Cedric Moller Jens Lehmann Ricardo Usbeck KELM 73 22 0 03 Dec 2021
Triple Classification for Scholarly Knowledge Graph Completion M. Y. Jaradeh Kuldeep Singh M. Stocker Sören Auer 82 12 0 23 Nov 2021
VOGUE: Answer Verbalization through Multi-Task Learning Endri Kacupaj Shyamnath Premnadh Kuldeep Singh Jens Lehmann M. Maleshkova 55 7 0 24 Jun 2021
Named Entity Normalization Model Using Edge Weight Updating Neural Network: Assimilation Between Knowledge-Driven Graph and Data-Driven Graph Sung Hwan Jeon Sungzoon Cho MedIm 43 3 0 14 Jun 2021
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction Abhishek Nadgeri Anson Bastos Kuldeep Singh I. Mulang' Johannes Hoffart Saeedeh Shekarpour V. Saraswat SLR 53 34 0 01 Jun 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 86 53 0 04 Apr 2021
Joint Coreference Resolution and Character Linking for Multiparty Conversation Jiaxin Bai Hongming Zhang Yangqiu Song Kun Xu 76 7 0 27 Jan 2021
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas Yogarshi Vyas Miguel Ballesteros 54 10 0 21 Oct 2020
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation Laurel J. Orr Megan Leszczynski Simran Arora Sen Wu Neel Guha Xiao Ling Christopher Ré 206 48 0 20 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 207 451 0 02 Oct 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 113 123 0 31 May 2020