Mutual Information and Perplexity based Clustering of Dialogue Information for Dynamic Adaptation of Language Models

We present two approaches to cluster dialogue-based information obtained by the speech understanding module and the dialogue manager of a spoken dialogue system. The purpose is to estimate a language model related to each cluster, and use them to dynamically modify the model of the speech recognizer at each dialogue turn. In the first approach we build the cluster tree using local decisions based on a Maximum Normalized Mutual Information criterion. In the second one we take global decisions, based on the optimization of the global perplexity of the combination of the cluster-related LMs. Our experiments show a relative reduction of the word error rate of 15.17%, which helps to improve the performance of the understanding and the dialogue manager modules.

Mutual Information and Perplexity based Clustering of Dialogue Information for Dynamic Adaptation of Language Models

We present two approaches to cluster dialogue-based information obtained by the speech understanding module and the dialogue manager of a spoken dialogue system. The purpose is to estimate a language model related to each cluster, and use them to dynamically modify the model of the speech recognizer at each dialogue turn. In the first approach we build the cluster tree using local decisions based on a Maximum Normalized Mutual Information criterion. In the second one we take global decisions, based on the optimization of the global perplexity of the combination of the cluster-related LMs. Our experiments show a relative reduction of the word error rate of 15.17%, which helps to improve the performance of the understanding and the dialogue manager modules.

On the dynamic adaptation of language models based on dialogue information

We present an approach to adapt dynamically the language models (LMs) used by a speech recognizer that is part of a spoken dialogue system. We have developed a grammar generation strategy that automatically adapts the LMs using the semantic information that the user provides (represented as dialogue concepts), together with the information regarding the intentions of the speaker (inferred by the dialogue manager, and represented as dialogue goals). We carry out the adaptation as a linear interpolation between a background LM, and one or more of the LMs associated to the dialogue elements (concepts or goals) addressed by the user. The interpolation weights between those models are automatically estimated on each dialogue turn, using measures such as the posterior probabilities of concepts and goals, estimated as part of the inference procedure to determine the actions to be carried out. We propose two approaches to handle the LMs related to concepts and goals. Whereas in the first one we estimate a LM for each one of them, in the second one we apply several clustering strategies to group together those elements that share some common properties, and estimate a LM for each cluster. Our evaluation shows how the system can estimate a dynamic model adapted to each dialogue turn, which helps to improve the performance of the speech recognition (up to a 14.82% of relative improvement), which leads to an improvement in both the language understanding and the dialogue management tasks.

Deployment and validation of a smart system for screening of language disorders in primary care

Neuro-evolutive development from birth until the age of six years is a decisive factor in a child?s quality of life. Early detection of development disorders in early childhood can facilitate necessary diagnosis and/or treatment. Primary-care pediatricians play a key role in its detection as they can undertake the preventive and therapeutic actions requested to promote a child?s optimal development. However, the lack of time and little specific knowledge at primary-care avoid to applying continuous early-detection anomalies procedures. This research paper focuses on the deployment and evaluation of a smart system that enhances the screening of language disorders in primary care. Pediatricians get support to proceed with early referral of language disorders. The proposed model provides them with a decision-support tool for referral actions to trigger essential diagnostic and/or therapeutic actions for a comprehensive individual development. The research was conducted by starting from a sample of 60 cases of children with language disorders. Validation was carried out through two complementary steps: first, by including a team of seven experts from the fields of neonatology, pediatrics, neurology and language therapy, and, second, through the evaluation of 21 more previously diagnosed cases. The results obtained show that therapist positively accepted the system proposal in 18 cases (86%) and suggested system redesign for single referral to a speech therapist in three remaining cases.

Speech features of the domain of the word in heterosexual twins during the second yeard of life

Speech is the major function, emergence and which development radically changes all course of formation of the identity of the child already in the early childhood. If language and speech development in solitary born children is investigated today quite well, at twin children this process practically is not studied. Our research was carried out for the purpose of studying of an originality of mastering by speech by heterosexual children of pair of twins within communicative and pragmatist approach (T.N. Ushakov,G. V. Chirkina). Application of this approach to the analysis of process of communication at twin children allowed us to allocate those peculiar receptions and means of communication which they functionally develop in a situation of pair of twins, as allows them to show the phenomena of the speech which are not meeting at solitary born contemporaries. In this work results of supervision and research of pair of heterosexual twins of the second year of the life, carried out by a technique developed by us under the scientific guide of G. V. Chirkina

Large-scale assessment of language proficiency: theoretical and pedagogical reflections on the use of multiple-choice tests

The new requirement placed on students in tertiary settings in Spain to demonstrate a B1 or a B2 proficiency level of English, in accordance with the Common European Framework of Reference for Languages (CEFRL), has led most Spanish universities to develop a program of certification or accreditation of the required level. The first part of this paper aims to provide a rationale for the type of test that has been developed at the Universidad Politécnica de Madrid for the accreditation of a B2 level, a multiple choice version, and to describe how it was constructed and validated. Then, in the second part of the paper, the results from its application to 924 students enrolled in different degree courses at a variety of schools and faculties at the university are analyzed based on a final test version item analysis. To conclude, some theoretical as well as practical conclusions about testing grammar that affect the teaching and learning process are drawn. RESUMEN. Las nuevas exigencias sobre niveles de competencia B1 y B2 en inglés según el Marco Común Europeo de Referencia para las Lenguas (MCERL) que se imponen sobre los estudiantes de grado y posgrado han llevado a la mayoría de las universidades españolas a desarrollar programas de acreditación o de certificación de estos niveles. La primera parte de este trabajo trata sobre las razones que fundamentan la elección de un tipo concreto de examen para la acreditación del nivel B2 de lengua inglesa en la Universidad Politécnica de Madrid. Se trata de un test de opción múltiple y en esta parte del trabajo se describe cómo fue diseñado y validado. En la segunda parte, se analizan los resultados de la aplicación del test a gran escala a un total de 924 estudiantes matriculados en varias escuelas y Facultades de la Universidad. Para terminar, se apuntan una serie de conclusiones teóricas y prácticas sobre la evaluación de la gramática y de qué modo influye en los procesos de enseñanza y aprendizaje.

Evaluating a web-based clinical decision support system for language disorders screening in a nursery school

Background: Early and effective identification of developmental disorders during childhood remains a critical task for the international community. The second highest prevalence of common developmental disorders in children are language delays, which are frequently the first symptoms of a possible disorder. Objective: This paper evaluates a Web-based Clinical Decision Support System (CDSS) whose aim is to enhance the screening of language disorders at a nursery school. The common lack of early diagnosis of language disorders led us to deploy an easy-to-use CDSS in order to evaluate its accuracy in early detection of language pathologies. This CDSS can be used by pediatricians to support the screening of language disorders in primary care. Methods: This paper details the evaluation results of the ?Gades? CDSS at a nursery school with 146 children, 12 educators, and 1 language therapist. The methodology embraces two consecutive phases. The first stage involves the observation of each child?s language abilities, carried out by the educators, to facilitate the evaluation of language acquisition level performed by a language therapist. Next, the same language therapist evaluates the reliability of the observed results. Results: The Gades CDSS was integrated to provide the language therapist with the required clinical information. The validation process showed a global 83.6% (122/146) success rate in language evaluation and a 7% (7/94) rate of non-accepted system decisions within the range of children from 0 to 3 years old. The system helped language therapists to identify new children with potential disorders who required further evaluation. This process will revalidate the CDSS output and allow the enhancement of early detection of language disorders in children. The system does need minor refinement, since the therapists disagreed with some questions from the CDSS knowledge base (KB) and suggested adding a few questions about speech production and pragmatic abilities. The refinement of the KB will address these issues and include the requested improvements, with the support of the experts who took part in the original KB development. Conclusions: This research demonstrated the benefit of a Web-based CDSS to monitor children?s neurodevelopment via the early detection of language delays at a nursery school. Current next steps focus on the design of a model that includes pseudo auto-learning capacity, supervised by experts.

Translating bus information into sign language for deaf people

This paper describes the application of language translation technologies for generating bus information in Spanish Sign Language (LSE: Lengua de Signos Española). In this work, two main systems have been developed: the first for translating text messages from information panels and the second for translating spoken Spanish into natural conversations at the information point of the bus company. Both systems are made up of a natural language translator (for converting a word sentence into a sequence of LSE signs), and a 3D avatar animation module (for playing back the signs). For the natural language translator, two technological approaches have been analyzed and integrated: an example-based strategy and a statistical translator. When translating spoken utterances, it is also necessary to incorporate a speech recognizer for decoding the spoken utterance into a word sequence, prior to the language translation module. This paper includes a detailed description of the field evaluation carried out in this domain. This evaluation has been carried out at the customer information office in Madrid involving both real bus company employees and deaf people. The evaluation includes objective measurements from the system and information from questionnaires. In the field evaluation, the whole translation presents an SER (Sign Error Rate) of less than 10% and a BLEU greater than 90%.

O DISCURSO DE HUMANIZAÇÃO COMO ESTRATÉGIA DE APROXIMAÇÃO COM O CONSUMIDOR NAS PUBLICIDADES DAS MÍDIAS SOCIAIS

Este trabalho propõe o estudo analítico de estratégias discursivas das organizações empregadas nas publicidades das mídias sociais no Brasil em que, na tentativa de aproximação com os consumidores, as empresas emitem discursos de humanização. A pesquisa ocupou-se em identificar e analisar as publicidades das marcas notabilizadas nesse ambiente superabundante de informação, capazes de comunicar-se efetivamente com os consumidores, a ponto de levá-los ao engajamento com os interesses da organização pela interação e compartilhamento dos conteúdos nas mídias sociais, e de torná-los os agentes da marca, aqueles que divulgam voluntariamente os seus benefícios para a sua rede de amigos. Trata-se de uma pesquisa exploratória de teor qualitativo, cuja busca se dará pelas delineações de um espaço discursivo. Utilizou-se a análise do discurso (AD), da linha francesa, sob a perspectiva dos estudos do ethos, cenas de enunciação e contrato de comunicação que contemplam os discursos organizacionais. Além da conceituação teórica e revisão de literatura vinculadas às mídias sociais e cultura organizacional, o trabalho analisou as publicidades em vídeo publicadas no Facebook e YouTube, nos anos de 2014 e 2015, cujo intuito era a aproximação com o consumidor. A pesquisa demonstrou que o ambiente das mídias sociais requer outra postura das organizações, uma linguagem dialógica e interativa com a participação do consumidor nas suas publicidades. A supervalorização do consumidor e a sua inclusão nas narrativas é uma tentativa de humanizar as relações entre organização e seus públicos e demonstram ser o eixo conciliador entre ambos na nova ambiência midiática.

Traducir en tiempos de crisis: estudio comparativo de la traducción francés-español de colocaciones en el lenguaje de los negocios

El presente artículo estudia la traducción de las colocaciones formadas a partir del término crise, aparecidas en un corpus especializado. Tras reseñar algunos trabajos previos sobre lenguaje económico y metáfora en tiempos de crisis, se clasifican las colocaciones originales identificadas en el corpus según diversos conceptos metafóricos. Por último, se analizan las estrategias de traducción y se valoran con el apoyo de un corpus comparable ad hoc. El análisis revela, por una parte, que las metáforas identificadas pueden asociarse a conceptos como, entre otros, alimentos, catástrofes, enfermedades, objetos o pozos, y, por otra parte, que existe una clara tendencia a la traducción literal, especialmente en el caso de las expresiones asociadas a las enfermedades, si bien también se dan en menor medida otras estrategias de traducción. Los resultados del estudio son de utilidad para la enseñanza de la traducción y el lenguaje económico o en la elaboración de repertorios fraseológicos.

D. Certification to study French, 1796 September 5

This subseries contains one brief handwritten certification that Loammi Baldwin's son may study the French language as part of his college studies.

D. Certification to study French, 1796 September 5

This subseries contains one brief handwritten certification that Loammi Baldwin's son may study the French language as part of his college studies.

Mise à l’essai d’une séquence d’apprentissage intégrant des chansons comme source primaire pour développer la compétence 2 : interpréter la réalité sociale à l’aide de la méthode historique

Ce mémoire a pour objet la mise à l’essai d’une séquence d’apprentissage intégrant des chansons comme sources primaires pour développer la compétence 2– interpréter la réalité sociale à l’aide de la méthode historique. Le ministère de l’Éducation du Québec et les écrits scientifiques (Côté, 2008; LENOIR et SAUVÉ, 2010; Turner-Bisset, 2001) s’attendent à ce que l’élève terminant ses études secondaires raisonne à partir de faits tirés des sources qui lui sont accessibles, notamment des sources primaires. Or, on constate trois lacunes dans la pratique enseignante : le petit nombre de sources travaillées, l’inégalité de leurs interprétations et la faiblesse de leurs critiques (Byrom, 2005; Pickles, 2010; Watson, 1998). Aussi, peu de cas utilisent la chanson comme source primaire. La séquence d’apprentissages sur la Deuxième Guerre mondiale que l’enseignante française Sylvaine Moreau (2012) a rendue disponible sur Internet a donc servi de point de départ à cette mise à l’essai afin de comprendre ce qu’il en est. Comme il y a un aller-retour régulier prévu entre l’adaptation du matériel pédagogique au contexte scolaire québécois et les observations en classe c’est la recherche-développement qui semble l’approche la plus efficace (Artigue, 1989; Harvey et Loiselle, 2009). Quatre enseignants montréalais ont accepté une entrevue avec l’auteure de cette recherche. Ils ont adapté le matériel au contexte scolaire, ils ont été observés en classe et les réponses écrites des élèves ont été analysées grâce, notamment, au programme N’Vivo. En explorant les données qualitatives recueillies, on constate le petit nombre de sources travaillées puisque les réponses ne reprennent que ce qui a été vu en classe, priorisant même certains types de sources. La faiblesse des critiques est criante puisque des étapes jugées « inutiles » par certains élèves sont laissées incomplètes. Finalement, l’auteure remarque l’inégalité des interprétations liée à une barrière de niveau de langue. Les métaphores et le vocabulaire de certaines chansons semblent un défi.

La solidarité du politique et du poétique chez H. Arendt

Hannah Arendt est surtout connue pour avoir écrit une magistrale enquête historique sur le totalitarisme (Les origines du totalitarisme) et pour avoir défendu une conception exigeante de la politique développée dans un langage réputé pour être très hellénisant. Cette façon de concevoir la politique repose principalement sur le concept d’action qu’Arendt travaille à redéfinir au sein d’un contexte historique et d’une tradition qui témoignent, selon elle, d’un « oubli de l’action ». Ce qu’Arendt reproche au premier chef à la tradition de la philosophie politique est d’avoir confondu, dès ses premiers balbutiements, le faire et l’agir, interprétant ce dernier à l’aune de la fabrication (poiesis) et recouvrant du même souffle la spécificité de l’action (praxis). Sa propre théorie politique travaille ainsi à repenser l’action pour elle-même et à en faire de nouveau le centre de la vie politique. C’est donc notamment en se référant aux expériences politiques pré-philosophiques athéniennes qu’Arendt parvient à illustrer les potentialités que recèle l’action comprise comme spontanéité dévoilante. Or, il nous apparaît que ses efforts achoppent finalement sur le contexte moderne et que ce fait n’échappe probablement pas à Arendt elle-même. L’impasse suscitée par la modernité est ainsi à nos yeux l’occasion de mettre au jour un versant plus proprement poétique de l’œuvre d’Arendt, se dessinant en filigrane de sa théorie politique et qui n’est que très peu abordé au sein de la littérature secondaire francophone. Pour ce faire, nous proposons dans un premier temps d’interroger les efforts d’Arendt pour valoriser l’action politique afin de faire ressortir les ressources de ce concept. Dans un second temps, nous confrontons le concept d’action au contexte moderne tel que le conçoit Arendt pour montrer qu’il existe dans ses écrits un modèle alternatif de rapport au monde et à autrui que celui mis en avant par l’action et que cet autre modèle doit énormément au poétique.

De-authoring or Authoring?: A plunge into the question of authorship and language in J.M. Coetzee's Foe

J. M. Coetzee's Foe is not only a post-colonial novel, but it is also a re-writing of a classic, and its main themes are language, authorship, power and identity. Moreover, Foe is narrated by a woman, while written by a male, Nobel prize winning South African author. The aim of my tesina is to focus on the question of authorship and the role of language in Foe. Without any claim to be exhaustive, in the first section I will examine some selected extracts of Coetzee's book, in order to provide an analysis of the novel. These quotations will mainly be its metalinguistic parts and will be analysed in the “theory” sections of my work, relying on literary theory and on previous works on the novel. Among others, I will cover themes such as the relationship between speech and writing, the connection between writing, history, and memory, the role of silence and alternative ways of communicating and the relationship between literary authority and truth. These arguments will be the foundation for my second section, in which I will attempt to shed a light on the importance of the novel from a linguistic point of view, but always keeping an eye on the implication that this has on authorship. While it is true that it is less politically-permeated than Coetzee's previous works, Foe is above all a “journey of discovery” in the world of language and authorship. In fact, it becomes a warning for any person immersed in the ocean of language since, while everyone naturally tends to trust speech and writing as the only medium through which one can get closer to the truth, authority never is a synonym of reliability, and language is a system of communication behind which structures of power, misconceptions, lies, and treacherous tides easily hide.