Large-Scale Semantic Indexing and Question Answering in Biomedicine

机译：生物医学中的大规模语义索引和问答

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In this paper we present the methods and approaches employed in terms of our participation in the 2016 version of the BioASQ challenge. For the semantic indexing task, we extended our successful ensemble approach of last year with additional models. The official results obtained so-far demonstrate a continuing consistent advantage of our approaches against the National Library of Medicine (NLM) baselines. For the question answering task, we extended our approach on factoid questions, while we also developed approaches for the document, concept and snippet retrieval sub-tasks.

机译：在本文中，我们介绍了我们参与2016版BioASQ挑战所采用的方法和方法。对于语义索引任务，我们使用其他模型扩展了去年成功的集成方法。迄今为止获得的官方结果表明，我们的方法相对于美国国家医学图书馆（NLM）基准具有持续一致的优势。对于问题回答任务，我们扩展了对类事实问题的研究方法，同时还为文档，概念和摘录子任务开发了方法。

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《4th BioASQ workshop 2016: a challenge on large-scale biomedical semantic indexing and question answering》|2016年|50-54|共5页
会议地点 Berlin(DE)
作者
E. Papagiannopoulou; Y. Papanikolaou; D. Dimitriadis; S. Lagopoulos; G. Tsoumakas; M. Laliotis; N. Markantonatos; I. Vlahavas;
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School of Informatics, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece;

School of Informatics, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece;

School of Informatics, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece;

School of Informatics, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece;

School of Informatics, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece;

Atypon, 5201 Great America Parkway Suite 510, Santa Clara, CA 95054, USA;

Atypon, 5201 Great America Parkway Suite 510, Santa Clara, CA 95054, USA;

School of Informatics, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece;

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专利

1. An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition [J] . George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, BMC Bioinformatics . 2015,第1期

机译：BIOASQ大规模生物医学语义索引和问答竞赛概述
2. Semantic Indexing For Question Answering System [J] . Kasturi Dewi Varathan, Nazlia Omar, Rabiah Abdul Kadir, Malaysian Journal of Computer Science . 2014,第4期

机译：问答系统的语义索引
3. Semantic Indexing For Question Answering System [J] . Kasturi Dewi Varathan, Tengku Mohd Tengku Sembok, Rabiah Abdul Kadir, Malaysian Journal of Computer Science . 2014,第4期

机译：问答系统的语义索引
4. Large-Scale Semantic Indexing and Question Answering in Biomedicine [C] . E. Papagiannopoulou, Y. Papanikolaou, D. Dimitriadis, Annual meeting of the Association for Computational Linguistics . 2016

机译：Biomedicine中的大规模语义索引和问题
5. Long-answer question answering and rhetorical-semantic relations. [D] . Blair-Goldensohn, Sasha J. 2007

机译：长答案问题解答和修辞语义关系。
6. An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition [O] . George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, 2015

机译：BIOASQ大规模生物医学语义索引和问答竞赛概述
7. Proceedings of the 6th BioASQ Workshop A challenge on large-scale biomedical semantic indexing and question answering [O] . 2018

机译：第6次生物纳斯研讨会关于大规模生物医学语义索引和问题答案的挑战

Large-Scale Semantic Indexing and Question Answering in Biomedicine

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