Figurative language such as irony, sarcasm, and metaphor is considered a significant challenge in sentiment analysis. These figurative devices can sculpt the affect of an utterance and test the limits of sentiment analysis of supposedly literal texts. We explore the effect of figurative language on sentiment analysis. We incorporate the figurative language indicators into the sentiment analysis...

This paper is intended to provide a critical overview of experimental and clinical research documenting problems in figurative language processing in atypical populations with a focus on the Autistic Spectrum. Research in the comprehension and processing of figurative language in autism invariably documents problems in this area. The greater paradox is that even at the higher end of the spectru...

Using a corpus-based approach, this paper analyzes figurative language through observing the Chinese five elements (五 行 ) of 金 ‘metal,’ 木 ‘wood,’ 水 ‘water,’ 火 ‘fire’ and 土 ‘earth.’ This work found that there are at least two types of figurative language in Mandarin Chinese – one of which occurs at the morphosyntactic level and the other occurs during the mappings between two domains (between th...

We present a meta-analysis of studies that compare figurative language comprehension in individuals with autism spectrum disorder and in typically developing controls who were matched based on chronological age or/and language ability. A total of 41 studies and 45 independent effect sizes were included based on predetermined inclusion criteria. Group matching strategy, age, types of figurative ...

The present study aimed firstly at investigating the impact of translators' style on figurative language translation from English into Persian. Secondly, it intended to find which strategies were most frequently adopted by Persian translators to translate figures of speech into Persian. Lastly, the study sought to check the extent of transference of figurative features of literary texts in Engl...

This paper proposes a technique to create figurative relationships using Mikolov et al.’s word vectors. Drawing on existing work on figurative language, we start with a pair of words and use the intersection of word vector similarity sets to blend the distinct semantic spaces of the two words. We conduct preliminary quantitative and qualitative observations to compare the use of this novel inte...

The DsUniPi team participated in the SemEval 2015 Task#11: Sentiment Analysis of Figurative Language in Twitter. The proposed approach employs syntactical and morphological features, which indicate sentiment polarity in both figurative and non-figurative tweets. These features were combined with others that indicate presence of figurative language in order to predict a fine-grained sentiment sc...

Individuals with High functioning autism (HFA) are distinguished by relative preservation of linguistic and cognitive skills. However, problems with pragmatic language skills have been consistently reported across the autistic spectrum, even when structural language is intact. Our main goal was to investigate how highly verbal individuals with autism process figurative language and whether mani...