Robust Extraction of Metaphor from Novel Data
نویسندگان
چکیده
This article describes our novel approach to the automated detection and analysis of metaphors in text. We employ robust, quantitative language processing to implement a system prototype combined with sound social science methods for validation. We show results in 4 different languages and discuss how our methods are a significant step forward from previously established techniques of metaphor identification. We use Topical Structure and Tracking, an Imageability score, and innovative methods to build an effective metaphor identification system that is fully automated and performs well over baseline.
منابع مشابه
The Dual Meaning Potential of Prepositional Grammatical Metaphor in Prose Fiction
From a Systemic Functional perspective, Grammatical Metaphor (GM) as is taken to be a chief driving force in the discourse of different genres, an important adult language machinery for ideational meanings to be semantically cross-mapped and realized through a different form in the stratum of the lexico-grammar, in order to convey changed meanings and tinker with the discursive flow and develop...
متن کاملStock Evaluation under Mixed Uncertainties Using Robust DEA Model
Data Envelopment Analysis (DEA) is one of the popular and applicable techniques for assessing and ranking the stocks or other financial assets. It should be noted that in the financial markets, most of the times, the inputs and outputs of DEA models are accompanied by uncertainty. Accordingly, in this paper, a novel Robust Data Envelopment Analysis (RDEA) model, which is capable to be used in t...
متن کاملData Extraction using Content-Based Handles
In this paper, we present an approach and a visual tool, called HWrap (Handle Based Wrapper), for creating web wrappers to extract data records from web pages. In our approach, we mainly rely on the visible page content to identify data regions on a web page. In our extraction algorithm, we inspired by the way a human user scans the page content for specific data. In particular, we use text fea...
متن کاملA PCA/ICA based Fetal ECG Extraction from Mother Abdominal Recordings by Means of a Novel Data-driven Approach to Fetal ECG Quality Assessment
Background: Fetal electrocardiography is a developing field that provides valuable information on the fetal health during pregnancy. By early diagnosis and treatment of fetal heart problems, more survival chance is given to the infant.Objective: Here, we extract fetal ECG from maternal abdominal recordings and detect R-peaks in order to recognize fetal heart rate. On the next step, we find a be...
متن کاملIdeational Grammatical Metaphor in Merry Shelly’s Frankenstein and its Cinematic Adaptation
Within Systemic Functional Linguistics, Grammatical Metaphor (GM) is a meaning-making resource lying at the experiential level that extends the meaning potential through cross-stratal re-mappings between the grammar and the semantics, boiling down, in one of its manifestations to expressing something that should have been a process (verb) in terms of a thing (noun). This study is an attempt at ...
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