The majority of approaches to author profiling and author identification focus mainly on lexical features, i.e., on the content of a text. We argue that syntactic dependency and discourse features play a significantly more prominent role than they were given in the past. We show that they achieve state-of-the-art performance in author and gender identification on a literary corpus while keeping the feature set small: the used feature set is composed of only 188 features and still outperforms the winner of the PAN 2014 shared task on author verification in the literary genre.

Mainstream research on hate speech focused so far predominantly on the task of classifying mainly social media posts with respect to predefined typologies of rather coarse-grained hate speech categories. This may be sufficient if the goal is to detect and delete abusive language posts. However, removal is not always possible due to the legislation of a country. Also, there is evidence that hate speech cannot be successfully combated by merely removing hate speech posts; they should be countered by education and counter-narratives. For this purpose, we need to identify (i) who is the target in a given hate speech post, and (ii) what aspects (or characteristics) of the target are attributed to the target in the post. As the first approximation, we propose to adapt a generic state-of-the-art concept extraction model to the hate speech domain. The outcome of the experiments is promising and can serve as inspiration for further work on the task.

RESUMENDesde su descubrimiento, La conquista de Jerusalén ha ido ligada al nombre de Miguel de Cervantes. Numerosos especialistas han dado cuenta de las semejanzas que hay entre esta comedia anónima y las obras de teatro de Cervantes, haciendo extensibles los parecidos a toda la producción cervantina. En el presente estudio propongo un acercamiento a esta relación desde una perspectiva menos objetiva, centrándome en aspectos temáticos y argumentales que tienen en común las obras del primer teatro cervantino con la que se custodia en la Biblioteca de Palacio. Palabras clave: Jerusalem, Cervantes, teatro, Biblioteca de Palacio ABSTRACT Since its discovery La conquista de Jerusalén has been connected to the name of Miguel de Cervantes. Many specialists have accounted for the similarities between this anonymous comedy and the plays by Cervantes, extending them to the rest of his writing. In the present study I propose an approach to this relationship from a less objective perspective, focusing on theme and plotting aspects which are common to Cervantes' early plays and the piece kept in the Palace Library.

La principal víctima de tal selección fue la prosa doctrinal-moral, política, religiosa-y buena parte de la poesía grave. Es revelador el título de una

Jerónimo Gracián de la Madre de Dios es una figura clave en la formación de la Orden de carmelitas descalzos. Íntimo confesor de santa Teresa de Jesús y protagonista de una vida agitadísima, escribió numerosas obras de corte autobiográfico y doctrinal. En el presente estudio se propone un acercamiento a dos de estas obras, en concreto las que recogen su experiencia como cautivo de musulmanes en el norte de África.Palabras clave: Jerónimo Gracián de la Madre de Dios, autobiografía, cautiverio