Uncertainty handling in named entity extraction and disambiguation for informal text

M van Keulen, MB Habib - Uncertainty Reasoning for the Semantic Web III …, 2014 - Springer
Social media content represents a large portion of all textual content appearing on the
Internet. These streams of user generated content (UGC) provide an opportunity and …

Named entity extraction and disambiguation for informal text: the missing link

MB Habib - 2014 - research.utwente.nl
Social media content represents a large portion of all textual content appearing on the
Internet. These streams of user generated content (UGC) provide an opportunity and …

Improving named entity disambiguation by iteratively enhancing certainty of extraction

MB Habib, M van Keulen - 2011 - research.utwente.nl
Named entity extraction and disambiguation have received much attention in recent years.
Typical fields addressing these topics are information retrieval, natural language processing …

[PDF][PDF] Alleviating poor context with background knowledge for named entity disambiguation

A Barrena, A Soroa, E Agirre - … of the 54th Annual Meeting of the …, 2016 - aclanthology.org
Abstract Named Entity Disambiguation (NED) algorithms disambiguate mentions of named
entities with respect to a knowledge-base, but sometimes the context might be poor or …

AOL's Named Entity Resolver: Solving Disambiguation via Document Strongly Connected Components and Ad-Hoc Edges Construction

R Wiener, Y Ben-Simhon, A Chen - … of the 39th International ACM SIGIR …, 2016 - dl.acm.org
Named Entity Disambiguation is the task of disambiguating named entity mentions in
unstructured text and linking them to their corresponding entries in a large knowledge base …

Named entity disambiguation: A hybrid approach

HT Nguyen, TH Cao - International Journal of Computational Intelligence …, 2012 - Springer
Semantic annotation of named entities for enriching unstructured content is a critical step in
development of Semantic Web and many Natural Language Processing applications. To this …

RESLVE: leveraging user interest to improve entity disambiguation on short text

EL Murnane, B Haslhofer, C Lagoze - Proceedings of the 22nd …, 2013 - dl.acm.org
We address the Named Entity Disambiguation (NED) problem for short, user-generated texts
on the social Web. In such settings, the lack of linguistic features and sparse lexical context …

[PDF][PDF] Scenario-Driven Selection and Exploitation of Semantic Data for Optimal Named Entity Disambiguation.

P Alexopoulos, C Ruiz, JM Gómez-Pérez - SWAIE, 2012 - ceur-ws.org
The rapidly increasing use of large-scale data on the Web has made named entity
disambiguation a key research challenge in Information Extraction (IE) and development of …

Named entity disambiguation: A hybrid statistical and rule-based incremental approach

HT Nguyen, TH Cao - The Semantic Web: 3rd Asian Semantic Web …, 2008 - Springer
The rapidly increasing use of large-scale data on the Web makes named entity
disambiguation become one of the main challenges to research in Information Extraction …

Towards an Accurate, Robust, and Scalable Named Entity Disambiguation System

Z Guo - 2018 - era.library.ualberta.ca
Abstract Knowledge bases (KBs), repositories consisting of entities, facts about entities, and
relations between entities, are a vital component for many tasks in artificial intelligence and …