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Named Entity Disambiguation for Resource-Poor Languages

Proceedings of the Eighth Workshop on Exploiting Semantic Annotations in Information Retrieval, 2015
Named entity disambiguation (NED) is the task of linking ambiguous names in natural language text to canonical entities like people, organizations or places, registered in a knowledge base. The problem is well-studied for English text, but few systems have considered resource-poor languages that lack comprehensive name-entity dictionaries, entity ...
Gad-Elrab, M., Yosef, M., Weikum, G.
openaire   +2 more sources

Resources for Nepali Word Sense Disambiguation

2008 International Conference on Natural Language Processing and Knowledge Engineering, 2008
Word sense disambiguation (WSD) is a process of identifying proper meaning of words that may have multiple meanings. It is regarded as one of the most challenging problems in the field of natural language processing (NLP). Nepali Language also has words that have multiple meanings, thus giving rise to the problem of WSD in it.
Niraj Shrestha   +2 more
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Minimalist Entity Disambiguation for Mid-Resource Languages

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP), 2023
For many languages and applications, even though enough data is available for training Named Entity Disambiguation (NED) systems, few off-the-shelf models are available for use in practice. This is due to both the large size of state-of-the-art models, and to the computational requirements for recreating them from scratch.
openaire   +2 more sources

Keyword-Driven Resource Disambiguation over RDF Knowledge Bases

2013
Keyword search is the most popular way to access information. In this paper we introduce a novel approach for determining the correct resources for user-supplied queries based on a hidden Markov model. In our approach the user-supplied query is modeled as the observed data and the background knowledge is used for parameter estimation.
Shekarpour, Saeedeh   +2 more
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