Wikipedia-based Concept Mention Grounding Task
A Wikipedia-based Concept Mention Grounding Task is a Concept Mention Grounding Task that uses a Wikipedia Database as the Concept Record Set.
- AKA: Wikipedia-based Word Mention Normalization, Wikipedia-based Reference Resolution, Wikipedia-based Term Mention Resolution, Wikipedia-based Word Mention Resolution Task, Wikipedia-based Term Mention Linking.
- Context:
- Input:
- output:
- a Concept Mention Annotated Text (with Disambiguated Concept Mentions) that reference a Wikipedia Article.
- It can be solved by a Wikipedia-based Concept Mention Linking System (that implements a Wikipedia-based Concept Mention Linking Algorithm).
- Example(s):
- Reproduce the links of a Wikipedia Article, assuming that the Anchor Text has been identified..
- See: Concept Mention Identification Task.
References
2012
- (Nguyen et al., 2012) ⇒ Hien T. Nguyen, Tru H. Cao, Trong T. Nguyen, and Thuy-Linh Vo-Thi. (2012). “Heuristics- and Statistics-based Wikification.” In: Proceedings of the 12th Pacific Rim International Conference on Trends in Artificial Intelligence. doi:10.1007/978-3-642-32695-0_90
- QUOTE: With the wide usage of Wikipedia in research and applications, disambiguation of concepts and entities to Wikipedia is an essential component in natural language processing. This paper addresses the task of identifying and linking specific words or phrases in a text to their referents described by Wikipedia articles.
2009
- (Kulkarni et al., 2009) ⇒ Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, and Soumen Chakrabarti. (2009). “Collective Annotation of Wikipedia Entities in Web Text.” In: Proceedings of ACM SIGKDD Conference (KDD-2009). doi:10.1145/1557019.1557073.
2008
- (Milne & Witten, 2008a) ⇒ David N. Milne, and Ian H. Witten. (2008). “Learning to Link with Wikipedia.” In: Proceeding of the 17th ACM Conference on Information and Knowledge Management, (CIKM 2008). doi:10.1145/1458082.1458150
- (Vercoustre et al., 2008) ⇒ Anne-Marie Vercoustre, James A. Thom, and Jovan Pehcevski. (2008). “Entity ranking in Wikipedia.” In: Proceedings of the 2008 ACM Symposium on Applied Computing.
- (Jijkoun et al., 2008) ⇒ Valentin Jijkoun, Mahboob Alam Khalid, Maarten Marx, and Maarten de Rijke\n. (2008). “Named Entity Normalization in User Generated Content.” In: Proceedings of the second workshop on Analytics for Noisy Unstructured Text Data (AND 2008).
2007
- (Cucerzan, 2007) ⇒ Silviu Cucerzan. (2007). “Large-Scale Named Entity Disambiguation Based on Wikipedia Data.” In: Proceedings of EMNLP-CoNLL-2007.
- (Mihalcea & Csomai, 2007) ⇒ Rada Mihalcea, and Andras Csomai. (2007). “Wikify!: Linking documents to encyclopedic knowledge.” In: Proceedings of the Sixteenth ACM Conference on Conference on Information and Knowledge Management (CIKM 2007). doi:10.1145/1321440.1321475
- (Ponzetto and Strube, 2007) ⇒ S. P. Ponzetto, and M. Strube. (2007). “Deriving a Large Scale Taxonomy from Wikipedia.” In: Proceedings of AAAI-2007.