Lyric-based song sentiment classification seeks to assign songs appropriate sentiment labels such as light-hearted and heavy-hearted. Four problems render vector space model (VSM)-based text classification approach ineffective: 1) Many words within song lyrics actually contribute little to sentiment; 2) Nouns and verbs used to express sentiment are ambiguous; 3) Negations and modifiers around t...

KT encodes commonsense knowledge (CK) about entities and relations in a cross-classified Ontology and a database of generic (prototypical and inherent) information. The verb Ontology combines linguistic and psycholinguistic classification. The generic information for verbs encodes typical associations with actions and events. This knowledge base is useful for word-sense disambiguation, inferenc...

EXPERIMENTAL SETTINGS • ENCOW14A corpus ≈14.5 billion tokens. • Baseline: default SGNS (word2vec). • 100 dimensions, window 5, negative samples:15, learning rate 0.025. • Learn HyperVec for nouns and verbs. SUPERVISED CLASSIFICATION • SVM classifier based on four components: conc. + diff. + cos + magnitude(hyper) Models BLESS ENTAILMENT Yu et al. (2015) 0.90 0.87 Tuan et al. (2016) 0.93 0.91 Hy...

background and aims: considering the fact that different components of linguistic knowledge are not equally vulnerable, this study investigated the knowledge of argument structure of verbs in a group of deaf persian speakers, as people who have been deprived of linguistic data during the early years of their childhood that is the critical period of language acquisition. methods: in this study, ...

Japanese onomatopoeias are very difficult for machines to recognize and translate into other languages due to their uniqueness. In particular, onomatopoeias that convey several meanings are very confusing for machine translation systems to distinguish and translate correctly. In this paper, we discuss what features are helpful in order to automatically disambiguate the meaning of onomatopoeias ...

In Early Modern Persian prose and verse, verbs with a present stem accompanied by grapheme "-y" have been used to express modal concepts of imperative and command or invocation and request. Researchers, regardless of the historical changes of Early Modern Persian, believe that this structure of  subjunctive 2nd person singular has been used to express imperative mood, and that &q...

This paper adopts a comparable corpus-based approach to light verb variations in two varieties of Mandarin Chinese and proposes a transitivity (Hopper and Thompson 1980) based theoretical account. Light verbs are highly grammaticalized and lack strong collocation restrictions; hence it has been a challenge to empirical accounts. It is even more challenging to consider their variations between d...

Post-operative memory changes after temporal lobe surgery have been established mainly by group analysis of cognitive outcome. This study investigated individual patient-based memory outcome in surgically-treated patients with mesial temporal lobe epilepsy (TLE). This study included 84 consecutive patients with intractable TLE caused by unilateral hippocampal sclerosis (HS) who underwent epilep...

This reseacrh contains: (1) morphosyntax and semantic-syntax classification of clitic verb (2) shape in Lamaholot language Lewokluok dialect (BLDL). In on BLDL only consist action verbs process-action syntactically is a transitive (V. trans+action). addition, proclitic also have semantic features but an intransitive intrans+action). does not which ditranstive category. While the enclitic consis...