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A medical question answering system using large language models and knowledge graphs
International Journal of Intelligent Systems, 2022Question answering systems have become prominent in all areas, while in the medical domain it has been challenging because of the abundant domain knowledge.
Quan Guo, Shuai Cao, Zhang Yi
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ARmed question answering system
Concurrency and Computation: Practice and Experience, 2022SummaryQuestion answering, retrieving an exact answer to a question posed in natural language, is an issue which has widely been studied in the open domain over the last decades. This, however, remains a real challenge in the medical domain as most existing systems only support a limited amount of question and answer types.
Héla Fehri, Sondes Dardour, Kais Haddar
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WabiQA: A Wikipedia-Based Thai Question-Answering System
Information Processing & Management, 2021With vast information that has been digitized and made available online, manually finding the answer to a question can be tedious. While search engines have emerged to facilitate information needs, users would have to manually read through the retrieved ...
Thanapon Noraset +2 more
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Benchmarking question answering systems
Semantic Web, 2019The necessity of making the Semantic Web more accessible for lay users, alongside the uptake of interactive systems and smart assistants for the Web, have spawned a new generation of RDF-based question answering systems. However, fair evaluation of these systems remains a challenge due to the different type of answers that they provide.
Ricardo Usbeck +7 more
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Artif. Intell. Medicine, 2020
BACKGROUND AND OBJECTIVE Question answering (QA), the identification of short accurate answers to users questions written in natural language expressions, is a longstanding issue widely studied over the last decades in the open-domain.
Mourad Sarrouti, Said Ouatik El Alaoui
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BACKGROUND AND OBJECTIVE Question answering (QA), the identification of short accurate answers to users questions written in natural language expressions, is a longstanding issue widely studied over the last decades in the open-domain.
Mourad Sarrouti, Said Ouatik El Alaoui
semanticscholar +1 more source
Chinese question-answering system
Journal of Computer Science and Technology, 2004Traditional Chinese text retrieval systems return a ranked list of documents in response to a user's request. While a ranked list of documents may be an appropriate response for the user, frequently it is not. Usually it would be better for the system to provide the answer itself instead of requiring the user to search for the answer in a set of ...
Gai-Tai Huang, Hsiu-Hsen Yao
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A system for Chinese question answering
Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003), 2004Traditional Chinese text retrieval systems return a ranked list of documents in response to a user's request. While a ranked list of documents can be an appropriate response for the user, frequently it is not. Usually it would be better for the system to provide the answer itself instead of requiring the user to search for the answer in a set of ...
Gai-Tai Huang, Hsiu-Hsen Yao
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A building regulation question answering system: A deep learning methodology
Advanced Engineering Informatics, 2020Regulations play an important role in assuring the quality of a building’s construction and minimizing its adverse environmental impacts. Engineers and the like need to retrieve regulatory information to ensure a building conforms to specified standards.
B. Zhong +5 more
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A question answering system in hadith using linguistic knowledge
Computer Speech and Language, 2020Question answering system aims at retrieving precise information from a large collection of documents. This work presents a question answering method to apply on Hadith in order to provide an informative answer corresponding to the user's query.
Asad Abdi +4 more
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A Chinese question-answering system with question classification and answer clustering
2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010We propose an approach for Chinese question analysis and answer extraction. A general question analysis process contains keyword extraction and question classification. Question classification plays a crucial role in automatic question answering. To implement the question classification, we have carried out experiments with Support Vector Machines (SVM)
Kepei Zhang, Jieyu Zhao
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