Towards a Semantic Lexicon for Biological Language Processing

KarinVerspoor

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Towards a Semantic Lexicon for Biological Language Processing

机译：面向用于生物语言处理的语义词典

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This paper explores the use of the resources in the National Library of Medicine'sUnified Medical Language System (UMLS) for the construction of a lexicon usefulfor processing texts in the field of molecular biology. A lexicon is constructed fromoverlapping terms in the UMLS SPECIALIST lexicon and the UMLS Metathesaurusto obtain both morphosyntactic and semantic information for terms, and the coverageof a domain corpus is assessed. Over 77% of tokens in the domain corpus are found inthe constructed lexicon, validating the lexicon's coverage of the most frequent termsin the domain and indicating that the constructed lexicon is potentially an importantresource for biological text processing.

机译：本文探讨了利用美国国家医学图书馆统一医学语言系统（UMLS）中的资源来构建可用于处理分子生物学领域文本的词典。根据UMLS SPECIALIST词典中的重叠术语构建词典，并且UMLS Metathesaurusto获得术语的形态句法和语义信息，并评估域语料库的覆盖范围。领域语料库中超过77％的标记都在构建的词典中找到，这验证了词典对领域中最频繁的术语的覆盖率，并表明构建的词典潜在地是生物文本处理的重要资源。

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《Comparative and functional genomics》 |2005年第2期|共6页
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KarinVerspoor;
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1. Towards a semantic lexicon for biological language processing [J] . Karin Verspoor Comparative and functional genomics . 2005,第1a2期

机译：走向用于生物语言处理的语义词典
2. Semantic fluency difficulties in developmental dyslexia and developmental language disorder (DLD): poor semantic structure of the lexicon or slower retrieval processes? [J] . Mengisidou Maria, Marshall Chlo? R., Stavrakaki Stavroula International journal of language & communication disorders . 2020,第2期

机译：发育综合症和发育语言障碍（DLD）中的语义流畅性困难：词汇语义结构差或较慢的检索过程？
3. Chu-Ren Huang, Nicoletta Calzolari, Aldo Gangemi, Alessandro Lend, Alessandro Oltramari, and Laurent Prevot (eds.): Ontology and the Lexicon: a natural language processing perspective. (Studies in Natural Language Processing.) [J] . Andrea C. Schalley Language Resources and Evaluation . 2012,第1期

机译：Huang Chu-Ren，Nicoletta Calzolari，Aldo Gangemi，Alessandro Lend，Alessandro Oltramari和Laurent Prevot（ed。）：本体论和词汇：自然语言处理的观点。（自然语言处理研究）。
4. Towards Creating an Iso-semantic Lexicon Model using Computational Semantics and Sublanguage Analysis Within Clinical Subdomains for Medical Language Processing [C] . B. S. Begum Durgahee, Adi Gundlapalli International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2015) Doctoral Consortium . 2015

机译：在医疗语言处理中使用计算语义和子宫内分析创建ISO语义词典模型
5. A semantics-based approach to processing formal languages [D] . Wang, Qian 2007

机译：基于语义的处理形式语言的方法
6. Towards a Semantic Lexicon for Biological Language Processing [O] . Karin Verspoor 2005

机译：面向用于生物语言处理的语义词典
7. Towards a Semantic Lexicon for Biological Language Processing [O] . Karin Verspoor 2006

机译：面向用于生物语言处理的语义词典

Towards a Semantic Lexicon for Biological Language Processing

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