Results 41 to 50 of about 373,459 (274)
Embracing Uncertainty in Entity Linking [PDF]
, 2012 An important task in data integration and data cleaning is the identification of data that describe the same real-world object, such as an event, a person, or a movie. There are various techniques to tackle this problem. The typical methodology is to collect matching evidence, such as similarities between the entity strings, and based on them, generate
E. Ioannou +3 more
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Semantically linking molecular entities in literature through entity relationships [PDF]
BMC Bioinformatics, 2012 Text mining tools have gained popularity to process the vast amount of available research articles in the biomedical literature. It is crucial that such tools extract information with a sufficient level of detail to be applicable in real life scenarios.
Landeghem, S. (author) +5 more
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, 2017 Entity linking may be of help to quickly supplement a reader with further information about entities within a text by providing links to a knowledge base containing more information about each entity, and may thus potentially enhance the reading experience.
Diana Maynard +2 more
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List-only Entity Linking [PDF]
Proceedings of the 55th Annual Meeting of the Association for
Computational Linguistics (Volume 2: Short Papers), 2017 Traditional Entity Linking (EL) technologies rely on rich structures and properties in the target knowledge base (KB). However, in many applications, the KB may be as simple and sparse as lists of names of the same type (e.g., lists of products). We call it as List-only Entity Linking problem.
Ying Lin, Chin-Yew Lin, Heng Ji
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Neural Cross-Lingual Entity Linking
, 2017 A major challenge in Entity Linking (EL) is making effective use of contextual information to disambiguate mentions to Wikipedia that might refer to different entities in different contexts.
Florian, Radu +3 more
core +2 more sources
Information, 2022 As advances in science and technology, crisis, and increased competition impact labor markets, reskilling and upskilling programs emerged to mitigate their effects. Since information on continuing education is highly distributed across websites, choosing
Albert Weichselbraun +4 more
doaj +1 more source
Interactive Entity Linking Using Entity-Word Representations
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020 To leverage on entity and word semantics in entity linking, embedding models have been developed to represent entities, words and their context such that candidate entities for each mention can be determined and ranked accurately using their embeddings.
LO, Pei Chi, LIM, Ee-Peng
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RSVN: A RoBERTa Sentence Vector Normalization Scheme for Short Texts to Extract Semantic Information
Applied Sciences, 2022 With the explosive growth in short texts on the Web and an increasing number of Web corpora consisting of short texts, short texts are playing an important role in various Web applications.
Lei Gao +3 more
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CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications
Scientific Data, 2022 Measurement(s) COVID-19-related publications Technology Type(s) named entity recognition, entity linking and link discovery ...
Svetlana Pestryakova +6 more
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Zero-shot Neural Transfer for Cross-lingual Entity Linking
, 2018 Cross-lingual entity linking maps an entity mention in a source language to its corresponding entry in a structured knowledge base that is in a different (target) language.
Carbonell, Jaime +3 more
core +1 more source