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APiCS-Ligt: Towards Semantic Enrichment of Interlinear Glossed Text ...
Ionov, Maxim. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021
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2
A Knowledge-Based Sense Disambiguation Method to Semantically Enhanced NL Question for Restricted Domain
In: Information ; Volume 12 ; Issue 11 (2021)
Abstract: Within the space of question answering (QA) systems, the most critical module to improve overall performance is question analysis processing. Extracting the lexical semantic of a Natural Language (NL) question presents challenges at syntactic and semantic levels for most QA systems. This is due to the difference between the words posed by a user and the terms presently stored in the knowledge bases. Many studies have achieved encouraging results in lexical semantic resolution on the topic of word sense disambiguation (WSD), and several other works consider these challenges in the context of QA applications. Additionally, few scholars have examined the role of WSD in returning potential answers corresponding to particular questions. However, natural language processing (NLP) is still facing several challenges to determine the precise meaning of various ambiguities. Therefore, the motivation of this work is to propose a novel knowledge-based sense disambiguation (KSD) method for resolving the problem of lexical ambiguity associated with questions posed in QA systems. The major contribution is the proposed innovative method, which incorporates multiple knowledge sources. This includes the question’s metadata (date/GPS), context knowledge, and domain ontology into a shallow NLP. The proposed KSD method is developed into a unique tool for a mobile QA application that aims to determine the intended meaning of questions expressed by pilgrims. The experimental results reveal that our method obtained comparable and better accuracy performance than the baselines in the context of the pilgrimage domain.
Keyword: knowledge-based method; natural language processing; ontology; question answering systems; word sense disambiguation; WordNet
URL: https://doi.org/10.3390/info12110452
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An Ontology for CoNLL-RDF: Formal Data Structures for TSV Formats in Language Technology ...
Chiarcos, Christian; Ionov, Maxim; Glaser, Luis. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021
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4
An Application of Declarative Languages in Distributed Architectures: ASP and DALI Microservices
Costantini, Stefania; De Gasperis, Giovanni; De Lauretis, Lorenzo. - : International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021
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5
RuBQ: A Russian Dataset for Question Answering over Wikidata
In: Lect. Notes Comput. Sci. ; Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2020)
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6
The Semantic Web3D: Towards comprehensive representation of 3D content on the Semantic Web
In: Research outputs 2014 to 2021 (2019)
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7
A Simple and Effective biLSTM Approach to Aspect-Based Sentiment Analysis in Social Media Customer Feedback
In: Clematide, Simon (2018). A Simple and Effective biLSTM Approach to Aspect-Based Sentiment Analysis in Social Media Customer Feedback. In: Barbaresi, Adrien; Biber, Hanno; Neubarth, Friedrich; Osswald, Rainer. 14th Conference on Natural Language Processing - KONVENS 2018. Vienna: Verlag der Österreichischen Akademie der Wissenschaften, 29-33. (2018)
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8
Exploring the Impact of Artificial Intelligence on the Accounting Profession
In: Publications (2017)
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9
Unsupervised, knowledge-free, and interpretable word sense disambiguation
In: EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Proceedings (2017)
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10
A Corpus of Clinical Practice Guidelines Annotated with the Importance of Recommendations
Read, Jonathon; Velldal, Erik; Cavazza, Marc. - : European Language Resources Association, 2016
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11
Web-based tools and resources for legal translators: the JudGENTT translation-oriented glossaries for criminal courts translators
Borja Albi, Anabel; García-Izquierdo, Isabel. - : Pontificia Universidad Católica de Chile, 2016
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12
Web-based tools and resources for legal translators: the JudGENTT translation-oriented glossaries for criminal courts translators
In: Onomázein: Revista de lingüística, filología y traducción de la Pontificia Universidad Católica de Chile, ISSN 0718-5758, Nº. 33, 2016, pags. 226-250 (2016)
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13
Evolving Connectionist Systems for Adaptive Learning and Knowledge Discovery: Trends and Directions
Kasabov, N. - : Elsevier, 2015
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14
A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction
Manna, Sukanya; Gedeon, Tamas (Tom). - : Springer, 2015
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15
A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction
Manna, Sukanya; Gedeon, Tamas (Tom). - : Springer, 2015
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16
Learning Task Knowledge from Dialog and Web Access
In: Robotics ; Volume 4 ; Issue 2 ; Pages 223-252 (2015)
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17
Automated Extension of Narrative Planning Domains with Antonymic Operators
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18
IMMERSE: Interactive Mentoring for Multimodal Experiences in Realistic Social Encounters
In: DTIC (2015)
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19
Document Image Parsing and Understanding using Neuromorphic Architecture
In: DTIC (2015)
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20
Learning to Understand Natural Language with Less Human Effort
In: DTIC (2015)
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