Building a high-quality sense inventory for improved abbreviation disambiguation

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Building a high-quality sense inventory for improved abbreviation disambiguation

MOTIVATION The ultimate goal of abbreviation management is to disambiguate every occurrence of an abbreviation into its expanded form (concept or sense). To collect expanded forms for abbreviations, previous studies have recognized abbreviations and their expanded forms in parenthetical expressions of bio-medical texts. However, expanded forms extracted by abbreviation recognition are mixtures ...

متن کامل

Improved Default Sense Selection forWord Sense Disambiguation

Supervised word sense disambiguation has proven incredibly difficult. Despite significant effort, there has been little success at using contextual features to accurately assign the sense of a word. Instead, few systems are able to outperform the default sense baseline of selecting the highest ranked WordNet sense. In this paper, we suggest that the situation is even worse than it might first a...

متن کامل

EmojiNet: Building a Machine Readable Sense Inventory for Emoji

Emoji are a contemporary and extremely popular way to enhance electronic communication. Without rigid semantics attached to them, emoji symbols take on different meanings based on the context of a message. Thus, like the word sense disambiguation task in natural language processing, machines also need to disambiguate the meaning or 'sense' of an emoji. In a first step toward achieving this goal...

متن کامل

Improved Semantic Graphs with Word Sense Disambiguation

Semantic graphs can be seen as a way of representing and visualizing textual information in more structured, RDF-like graphs. The reader thus obtains an overview of the content, without having to read through the text. In building a compact semantic graph, an important step is grouping similar concepts under the same label and connecting them to external repositories. This is achieved through d...

متن کامل

Building Instance Knowledge Network for Word Sense Disambiguation

In this paper, a new high precision focused word sense disambiguation (WSD) approach is proposed, which not only attempts to identify the proper sense for a word but also provides the probabilistic evaluation for the identification confidence at the same time. A novel Instance Knowledge Network (IKN) is built to generate and maintain semantic knowledge at the word, type synonym set and instance...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Bioinformatics

سال: 2010

ISSN: 1367-4803,1460-2059

DOI: 10.1093/bioinformatics/btq129