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Discovering entity mentions that are out of a Knowledge Base (KB) from texts plays a critical role in KB maintenance, but has not yet been fully explored.
Toward principles for the design of ontologies used for knowledge sharing?
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Entity Linking Meets Deep Learning: Techniques and Solutions
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Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . Association for Computational Linguistics, Hong Kong, China, 3982–3992
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Extended overview of CLEF HIPE 2020: named entity processing on historical newspapers. In Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum . CEUR Workshop Proceedings (CEUR-WS.org), Thessaloniki, Greece, 1–38
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The 2019 n2c2/UMass Lowell shared task on clinical concept normalization
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Scalable Zero-shot Entity Linking with Dense Entity Retrieval. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Online, 6397–6407
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Novel Entity Discovery from Web Tables. In Proceedings of The Web Conference 2020 (Taipei, Taiwan) (WWW ’20) . Association for Computing Machinery, New York, NY, USA, 1298–1308
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Entity Linking and Discovery via Arborescence-based Supervised Clustering
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ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking. In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track . Association for Computational Linguistics, Hybrid: Seattle, Washington + Online, 209–220
Tom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos, and Andrea Pierleoni. 2022 · 2022
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Machine learning-friendly biomedical datasets for equivalence and subsumption ontology matching. In International Semantic Web Conference . Springer, Cham, Switzerland, 575–591
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NILK: Entity Linking Dataset Targeting NIL-Linking Cases. In Proceedings of the 31st ACM International Conference on Information & Knowledge Management (Atlanta, GA, USA) (CIKM ’22) . Association for Computing Machinery, New York, NY, USA, 4069–4073
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EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Abu Dhabi, United Arab Emirates, 8659–8673
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Knowledge Graph Population with Out-of-KG Entities. In The Semantic Web: ESWC 2022 Satellite Events - Hersonissos (Lecture Notes in Computer Science, Vol. 13384) , Paul Groth, Anisa Rula, Jodi Schneider, Ilaria Tiddi, Elena Simperl, Panos Alexopoulos, Rinke Hoekstra, Mehwish Alam, Anastasia Dimou, and Minna Tamper (Eds.). Springer, Hersonissos, Crete, Greece, 199–214
Cedric Möller. 2022 · 2022
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Neural entity linking: A survey of models based on deep learning
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Tracking SARS-CoV-2 variants
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A simple neural vector space model for medical concept normalization using concept embeddings
Dongfang Xu and Timothy Miller. 2022 · 2022
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DeepOnto: A Python Package for Ontology Engineering with Deep Learning
Yuan He, Jiaoyan Chen, Hang Dong, Ian Horrocks, Carlo Allocca, Taehun Kim, and Brahmananda Sapkota. 2023 · 2023
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NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker. In The Semantic Web - 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings (Lecture Notes in Computer Science, Vol. 13870) , Catia Pesquita, Ernesto Jiménez-Ruiz, Jamie P. McCusker, Daniel Faria, Mauro Dragoni, Anastasia Dimou, Raphaël Troncy, and Sven Hertling (Eds.). Springer, Cham, 174–191
Nicolas Heist and Heiko Paulheim. 2023 · 2023
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Joint Learning of Named Entity Recognition and Entity Linking. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop . Association for Computational Linguistics, Florence, Italy, 190–196
Pedro Henrique Martins, Zita Marinho, and André F. T. Martins. 2019 · 2026
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Sieve-Based Entity Linking for the Biomedical Domain. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) . Association for Computational Linguistics, Beijing, China, 297–302
Jennifer D’Souza and Vincent Ng. 2015 · 2049
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