11,139 research outputs found

    Intergroup Variability in Personality Recognition

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    Automatic Identification of personality in conversational speech has many applications in natural language processing such as leader identification in a meeting, adaptive dialogue systems, and dating websites. However, the widespread acceptance of automatic personality recognition through lexical and vocal characteristics is limited by the variability of error rate in a general purpose model among speakers from different demographic groups. While other work reports accuracy, we explored error rates of automatic personality recognition task using classification models for different genders and native language groups (L1). We also present a statistical experiment showing the influence of gender and L1 on the relation between acoustic-prosodic features and NEO- FFI self-reported personality traits. Our results show the impact of demographic differences on error rate varies considerably while predicting “Big Five” personality traits from speaker’s utterances. This impact can also be observed through differences in the statistical relationship of voice characteristics with each personality inventory. These findings can be used to calibrate existing personality recognition models or to develop new models that are robust to intergroup variability

    Social Media’s impact on Intellectual Property Rights

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    This is a draft chapter. The final version is available in Handbook of Research on Counterfeiting and Illicit Trade, edited by Peggy E. Chaudhry, published in 2017 by Edward Elgar Publishing Ltd, https://doi.org/10.4337/9781785366451. This material is for private use only, and cannot be used for any other purpose without further permission of the publisher.Peer reviewe

    Lidando com piadas na aula de ESL: uma proposta pedagógica centrada na compreensão

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    This paper makes a pedagogical proposal to delve into jokes in the ESL classroom and sensitise learners to their complexity. It consists of five instructional phases and is based, on the one hand, on another proposal to teach the pragmatics of speech acts in an L2. On the other hand, this proposal relies on a relevance-theoretic classification of jokes made on the basis of the various linguistic, cultural and cognitive factors that humorists exploit in their production. Since it only centres on how different types of jokes can be distinguished and what their correct comprehension involves, it has a cognitive orientation and does not address issues connected with joke production. The proposal is devised for ESL students with an advanced level of English and ultimately seeks to develop their metalinguistic, meta-cultural and metacognitive abilities as a way of enabling them to grasp the humorousness of funny texts, appraise them and react to them in an appropriate wayEste artigo traz uma proposta pedagógica para aprofundar as piadas na sala de aula de ESL (Inglês como língua estrangeira, na tradução para a língua portuguesa) e sensibilizar os alunos a respeito de sua complexidade. Ela consiste em cinco fases instrucionais que, por um lado, baseia-se em outra proposta de ensino da pragmática dos atos de fala em uma L2 e, por outro lado, baseia-se em uma classificação teórica da relevância das piadas feitas com base nos vários fatores linguísticos, culturais e cognitivos que os humoristas exploram em sua produção. Como a proposta se concentra apenas em como os diferentes tipos de piadas podem ser distinguidos e em qual a correta compreensão envolvida, ela tem uma orientação cognitiva e não aborda questões relacionadas à produção da piada. A proposta é elaborada para estudantes de ESL com um nível avançado de inglês e, por conseguinte, busca desenvolver suas habilidades metalinguísticas, meta-culturais e metacognitivas como uma maneira de permitir-lhes compreender o humor de textos engraçados, avaliá-los e reagir a eles apropriadamenteMinisterio de Economía, Industria y Competitividad. Agencia Estatal de Investigación. FFI2016-76047-
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