Building and Evaluating a Distributional Memory for Croatian
نویسندگان
چکیده
We report on the first structured distributional semantic model for Croatian, DM.HR. It is constructed after the model of the English Distributional Memory (Baroni and Lenci, 2010), from a dependencyparsed Croatian web corpus, and covers about 2M lemmas. We give details on the linguistic processing and the design principles. An evaluation shows state-of-theart performance on a semantic similarity task with particularly good performance on nouns. The resource is freely available.
منابع مشابه
Does Free Word Order Hurt? Assessing the Practical Lexical Function Model for Croatian
The Practical Lexical Function (PLF) model is a model of computational distributional semantics that attempts to strike a balance between expressivity and learnability in predicting phrase meaning and shows competitive results. We investigate how well the PLF carries over to free word order languages, given that it builds on observations of predicate-argument combinations that are harder to rec...
متن کاملModeling Semantic Compositionality of Croatian Multiword Expressions
A distinguishing feature of many multiword expressions (MWEs) is their semantic non-compositionality. Determining the semantic compositionality of MWEs is important for many natural language processing tasks. We address the task of modeling semantic compositionality of Croatian MWEs. We adopt a composition-based approach within the distributional semantics framework. We build and evaluate model...
متن کاملPsychometric Properties of the Persian Word Pairs Task for Declarative Memory Assessment
Objective: According to the declarative/procedural model, the semantic aspect of language depends on the brain structures responsible for declarative memory. The word pairs task is a common tool for evaluating declarative memory. The current study aimed to design a valid and reliable task for evaluating declarative memory in Persian children at learning and retention stages and to investigate i...
متن کاملDetermining the Semantic Compositionality of Croatian Multiword Expressions
A distinguishing feature of many multiword expressions (MWEs) is their semantic non-compositionality. Being able to automatically determine the semantic (non-)compositionality of MWEs is important for many natural language processing tasks. We address the task of determining the semantic compositionality of Croatian MWEs. We adopt a composition-based approach within the distributional semantics...
متن کاملDistributional Equity in Public Health Budget: Hormozgan Province and Neighbouring Regions
Distributional Equity in Public Health Budget: Hormozgan Province and Neighbouring Regions Ali Heyrani1* 1 MD, PhD, Assistant Professor Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran Abstract Equitable improvement in the health status of different regions is essential for the balanced and sustai...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013