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Yayın Model adaptation for dialog act tagging(IEEE, 2006) Tür, Gökhan; Güz, Ümit; Hakkani Tür, DilekIn this paper, we analyze the effect of model adaptation for dialog act tagging. The goal of adaptation is to improve the performance of the tagger using out-of-domain data or models. Dialog act tagging aims to provide a basis for further discourse analysis and understanding in conversational speech. In this study we used the ICSI meeting corpus with high-level meeting recognition dialog act (MRDA) tags, that is, question, statement, backchannel, disruptions, and floor grabbers/holders. We performed controlled adaptation experiments using the Switchboard (SWBD) corpus with SWBD-DAMSL tags as the out-of-domain corpus. Our results indicate that we can achieve significantly better dialog act tagging by automatically selecting a subset of the Switchboard corpus and combining the confidences obtained by both in-domain and out-of-domain models via logistic regression, especially when the in-domain data is limited.Yayın Türkiye’deki psikologların cinsiyete/toplumsal cinsiyete ilişkin söylemleri: nitel bir çalışma(Mehmet Akif Kara, 2021-06-30) Şah, Umut; Tekdemir, GöklemThe aim of this study is to find out ‘interpretative repertoires’ used as discursive resources for sex/gender explanations of psychologists working in various fields in Turkey. Within the scope hereof, in-depth interviews were conducted with fourteen psychologists. Interviews were recorded and then transcribed. Interview texts were analyzed through discourse analysis. As a result of the analysis, four different interpretative repertoires were identified; dichotomy, feelings, nurture and difference. As to dichotomy repertoire, sex/gender is constructed within biology-society and woman-man dichotomies while it is defined as an individual and inner phenomenon in the feelings repertoire. When it comes to nurture repertoire, sex/gender is described as an identity acquired by nurturing processes while sexual differentiation is constructed as the source of difference and variety among people in difference repertoire. The results of the study manifest that the participants conceptualize sex/gender and sexuality within a dichotomous and essentialist framework to a large extent. The discourses of psychologists in Turkey have undergone some shifts in parallel with the transformations in Western psychology, however it is still possible to argue that essentialist, dichotomous and heteronormative assumptions on sex and sexuality keep forming their discourses to a certain extent in explicit or implicit ways. This is connected with the limited relation of (mainstream) psychology to other disciplines, critical and social constructionist perspectives, qualitative methodologies and activism as well as the fact that psychology in Turkey has mostly been imported from the West.
