German in Flux: Detecting Metaphoric Change via Word Entropy
نویسندگان
چکیده
This paper explores the informationtheoretic measure entropy to detect metaphoric change, transferring ideas from hypernym detection to research on language change. We also build the first diachronic test set for German as a standard for metaphoric change annotation. Our model shows high performance, is unsupervised, language-independent and generalizable to other processes of semantic change.
منابع مشابه
An Analysis of Metaphoric Use of Names of Body Parts in the Bantu Language Kifipa
This paper focused on the way names of body parts are artistically used to convey meanings and messages in Kifipa, a Bantu language spoken in Tanzania. Since the body parts metaphors are used by people to portray meanings in their daily conversations (Kovecses, 2004; Vierke, 2012), the paper investigated such linguistic richness in the language. Methodologically, the study identified names of b...
متن کاملTo electrify bilingualism: Electrophysiological insights into bilingual metaphor comprehension
Though metaphoric language comprehension has previously been investigated with event-related potentials, little attention has been devoted to extending this research from the monolingual to the bilingual context. In the current study, late proficient unbalanced Polish (L1)-English (L2) bilinguals performed a semantic decision task to novel metaphoric, conventional metaphoric, literal, and anoma...
متن کاملFeature-rich sub-lexical language models using a maximum entropy approach for German LVCSR
German is a morphologically rich language having a high degree of word inflections, derivations and compounding. This leads to high out-of-vocabulary (OOV) rates and poor language model (LM) probabilities in the large vocabulary continuous speech recognition (LVCSR) systems. One of the main challenges in the German LVCSR is the recognition of the OOV words. For this purpose, data-driven morphem...
متن کاملPositively Valenced Stimuli Facilitate Creative Novel Metaphoric Processes by Enhancing Medial Prefrontal Cortical Activation
A metaphor is a figure of speech in which a subject is symbolic of another unrelated object. In the present study, we examined neural patterns associated with both novel unfamiliar and conventional familiar metaphoric processing, and how these patterns are modulated by affective valence. Prior to fMRI scanning, participants received a list of word pairs (novel unfamiliar metaphors as well as co...
متن کاملDesign and implementation of Persian spelling detection and correction system based on Semantic
Persian Language has a special feature (grapheme, homophone, and multi-shape clinging characters) in electronic devices. Furthermore, design and implementation of NLP tools for Persian are more challenging than other languages (e.g. English or German). Spelling tools are used widely for editing user texts like emails and text in editors. Also developing Persian tools will provide Persian progr...
متن کامل