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You searched for id:"oai:tudelft.nl:uuid:2a448e6d-e1e8-4b01-a97e-dcf2e9074560". One record found.

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Delft University of Technology

1. Wang, Zina (author). Unsupervised and Supervised Learning of ComplexRelation Instances Extraction in Natural Language.

Degree: 2020, Delft University of Technology

Relation extraction has been considered as one of the most popular topics nowadays, thanks for its common application in knowledge graph, machine reading and other artificial intelligence sub-field. However, this field has long been suffered from data hunger. Annotating large high-quality datasets for relation extraction is troublesome and time-consuming. This thesis project will main focus on efficient way of annotating text datasets for extracting complex relations between entities. Moreover, we put some efforts on compare the influence of different components in the pipeline. The main contributions of this project are the comparisons and analysis regarding the influences of components, which are in place for the majority of relation extraction models, and the clear literature review together with the summary of available datasets in the relation extraction flow. Advisors/Committee Members: Verwer, S.E. (mentor), Delft University of Technology (degree granting institution).

Subjects/Keywords: Natural Language Understanding; Natural Language Processing

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Wang, Z. (. (2020). Unsupervised and Supervised Learning of ComplexRelation Instances Extraction in Natural Language. (Masters Thesis). Delft University of Technology. Retrieved from http://resolver.tudelft.nl/uuid:2a448e6d-e1e8-4b01-a97e-dcf2e9074560

Chicago Manual of Style (16th Edition):

Wang, Zina (author). “Unsupervised and Supervised Learning of ComplexRelation Instances Extraction in Natural Language.” 2020. Masters Thesis, Delft University of Technology. Accessed January 16, 2021. http://resolver.tudelft.nl/uuid:2a448e6d-e1e8-4b01-a97e-dcf2e9074560.

MLA Handbook (7th Edition):

Wang, Zina (author). “Unsupervised and Supervised Learning of ComplexRelation Instances Extraction in Natural Language.” 2020. Web. 16 Jan 2021.

Vancouver:

Wang Z(. Unsupervised and Supervised Learning of ComplexRelation Instances Extraction in Natural Language. [Internet] [Masters thesis]. Delft University of Technology; 2020. [cited 2021 Jan 16]. Available from: http://resolver.tudelft.nl/uuid:2a448e6d-e1e8-4b01-a97e-dcf2e9074560.

Council of Science Editors:

Wang Z(. Unsupervised and Supervised Learning of ComplexRelation Instances Extraction in Natural Language. [Masters Thesis]. Delft University of Technology; 2020. Available from: http://resolver.tudelft.nl/uuid:2a448e6d-e1e8-4b01-a97e-dcf2e9074560

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