Data-Driven Text Generation using Neural Networks & Provenance is Complicated and Boring — Is there a solution?

Title: Data-Driven Text Generation using Neural Networks Speaker: Pavlos Vougiouklis, University of Southampton Abstract: Recent work on neural networks shows their great potential at tackling a wide variety of Natural Language Processing (NLP) tasks. This talk will focus on the Natural Language Generation (NLG) problem and, more specifically, on the extend to which neural network language models could be employed for context-sensitive and data-driven text generation. In addition, a neural network architecture for response generation in social media along with the training methods that enable it to capture contextual information and effectively participate in public conversations will be discussed. Speaker Bio: Pavlos Vougiouklis obtained his 5-year Diploma in Electrical and Computer Engineering from the Aristotle University of Thessaloniki in 2013. He was awarded an MSc degree in Software Engineering from the University of Southampton in 2014. In 2015, he joined the Web and Internet Science (WAIS) research group of the University of Southampton and he is currently working towards the acquisition of his PhD degree in the field of Neural Network Approaches for Natural Language Processing. Title: Provenance is Complicated and Boring — Is there a solution? Speaker: Darren Richardson, University of Southampton Abstract: Paper trails, auditing, and accountability — arguably not the sexiest terms in computer science. But then you discover that you've possibly been eating horse-meat, and the importance of provenance becomes almost palpable. Having accepted that we should be creating provenance-enabled systems, the challenge of then communicating that provenance to casual users is not trivial: users should not have to have a detailed working knowledge of your system, and they certainly shouldn't be expected to understand the data model. So how, then, do you give users an insight into the provenance, without having to build a bespoke system for each and every different provenance installation? Speaker Bio: Darren is a final year Computer Science PhD student. He completed his undergraduate degree in Electronic Engineering at Southampton in 2012.

Sistema de di??logo hablado basado en VoiceXML para la ense??anza universitaria

En este art??culo se presenta un sistema de di??logo hablado en desarrollo llamado TRIVIAL, cuya finalidad es favorecer el aprendizaje de contenidos docentes por parte de los alumnos de la Universidad de Granada. La interacci??n entre los usuarios y el sistema se lleva a cabo mediante di??logos en lenguaje natural realizados de forma oral, por lo que el sistema se diferencia claramente de otras herramientas de apoyo a la docencia basadas en Tecnolog??as de la Informaci??n y las Comunicaciones (TICs). Creemos que el sistema puede fomentar el desarrollo del espacio innovador promovido por el Espacio Europeo de Educaci??n Superior (EEES), pues permite dar una visi??n diferente de las asignaturas, en la que el alumno es el actor principal del proceso de aprendizaje.

A narrativa em crianças surdas : papel da Língua Gestual Portuguesa

A presente pesquisa tem como Questão Central a avaliação da estrutura da narrativa por um grupo de seis crianças surdas profundas utilizando a Língua Gestual Portuguesa (LGP). Neste estudo questionou-se se se encontrariam diferenças na produção da narrativa entre crianças que adquiriram a LGP precocemente e as que tiveram o primeiro contato com a língua materna tardiamente. Colocou-se a hipótese geral que a língua natural das crianças surdas portuguesas é a LGP e as que tiveram um acesso precoce à sua língua apresentam um melhor desempenho na narração de uma história. Para verificar esta hipótese, foi aplicada uma prova que consistia no conto de uma história, a partir de uma sequência de imagens, em LGP a todos as crianças desta investigação. Releva-se a importância de um precoce ambiente comunicativo para que a criança surda adquira um desenvolvimento global semelhante aos seus pares ouvintes. Salienta-se ainda que a influência dos pais, dos educadores e dos professores é fundamental para que a criança surda possa desenvolver a sua língua natural, a LGP e a aprendizagem da segunda língua. Os resultados obtidos confirmaram as hipóteses colocadas, ou seja, as crianças que adquiriram precocemente a LGP apresentaram um maior desenvolvimento na estrutura da narrativa.

Signwriting : um sistema de escrita das línguas gestuais : aplicação à língua gestual portuguesa

A língua gestual (LG) é a língua natural da pessoa surda, sendo utilizada como forma de expressão e comunicação da comunidade surda de um determinado país. Porém, é de todo impossível escrever estas línguas através de um alfabeto comum como o da Língua Portuguesa (LP). Em 1974, na Dinamarca, Valerie Sutton criou o SignWriting (SW), um sistema de escrita das línguas gestuais, contrariando assim a ideia de que as línguas espaço-visuais não poderiam ter uma representação gráfica. Para o surgimento deste sistema foram fundamentais os estudos pioneiros de William Stokoe que reconheceram o estatuto linguístico das línguas gestuais, atribuindo-lhes propriedades inerentes a uma língua, como por exemplo a arbitrariedade e convencionalidade. Neste trabalho apresentamos o SW, sistema de escrita das línguas gestuais já utilizado noutros países, e questionamos se é exequível e profícua a sua adaptação à língua gestual portuguesa (LGP). Nesse sentido, concretizamos a escrita da LGP com base em áreas vocabulares distintas e presentes no programa curricular do ensino da LGP. Por último, efetivamos tal proposta através de um modelo de ação de formação em SW.

Chatterbox challenge as a test-bed for synthetic emotions

Chatterbox Challenge is an annual web-based contest for artificial conversational systems, ACE. The 2010 instantiation was the tenth consecutive contest held between March and June in the 60th year following the publication of Alan Turing’s influential disquisition ‘computing machinery and intelligence’. Loosely based on Turing’s viva voca interrogator-hidden witness imitation game, a thought experiment to ascertain a machine’s capacity to respond satisfactorily to unrestricted questions, the contest provides a platform for technology comparison and evaluation. This paper provides an insight into emotion content in the entries since the 2005 Chatterbox Challenge. The authors find that synthetic textual systems, none of which are backed by academic or industry funding, are, on the whole and more than half a century since Weizenbaum’s natural language understanding experiment, little further than Eliza in terms of expressing emotion in dialogue. This may be a failure on the part of the academic AI community for ignoring the Turing test as an engineering challenge.

Testing Turing's five minutes, parallel-paired imitation game

Purpose – The purpose of this paper is to consider Turing's two tests for machine intelligence: the parallel-paired, three-participants game presented in his 1950 paper, and the “jury-service” one-to-one measure described two years later in a radio broadcast. Both versions were instantiated in practical Turing tests during the 18th Loebner Prize for artificial intelligence hosted at the University of Reading, UK, in October 2008. This involved jury-service tests in the preliminary phase and parallel-paired in the final phase. Design/methodology/approach – Almost 100 test results from the final have been evaluated and this paper reports some intriguing nuances which arose as a result of the unique contest. Findings – In the 2008 competition, Turing's 30 per cent pass rate is not achieved by any machine in the parallel-paired tests but Turing's modified prediction: “at least in a hundred years time” is remembered. Originality/value – The paper presents actual responses from “modern Elizas” to human interrogators during contest dialogues that show considerable improvement in artificial conversational entities (ACE). Unlike their ancestor – Weizenbaum's natural language understanding system – ACE are now able to recall, share information and disclose personal interests.

Adapting Web content for low-literacy readers by using lexical elaboration and named entities labeling

This paper presents an approach for assisting low-literacy readers in accessing Web online information. The oEducational FACILITAo tool is a Web content adaptation tool that provides innovative features and follows more intuitive interaction models regarding accessibility concerns. Especially, we propose an interaction model and a Web application that explore the natural language processing tasks of lexical elaboration and named entity labeling for improving Web accessibility. We report on the results obtained from a pilot study on usability analysis carried out with low-literacy users. The preliminary results show that oEducational FACILITAo improves the comprehension of text elements, although the assistance mechanisms might also confuse users when word sense ambiguity is introduced, by gathering, for a complex word, a list of synonyms with multiple meanings. This fact evokes a future solution in which the correct sense for a complex word in a sentence is identified, solving this pervasive characteristic of natural languages. The pilot study also identified that experienced computer users find the tool to be more useful than novice computer users do.

A new proposal for the picture changing operators in the minimal pure spinor formalism

Using a new proposal for the ""picture lowering"" operators, we compute the tree level scattering amplitude in the minimal pure spinor formalism by performing the integration over the pure spinor space as a multidimensional Cauchy-type integral. The amplitude will be written in terms of the projective pure spinor variables, which turns out to be useful to relate rigorously the minimal and non-minimal versions of the pure spinor formalism. The natural language for relating these formalisms is the. Cech-Dolbeault isomorphism. Moreover, the Dolbeault cocycle corresponding to the tree-level scattering amplitude must be evaluated in SO(10)/SU(5) instead of the whole pure spinor space, which means that the origin is removed from this space. Also, the. Cech-Dolbeault language plays a key role for proving the invariance of the scattering amplitude under BRST, Lorentz and supersymmetry transformations, as well as the decoupling of unphysical states. We also relate the Green`s function for the massless scalar field in ten dimensions to the tree-level scattering amplitude and comment about the scattering amplitude at higher orders. In contrast with the traditional picture lowering operators, with our new proposal the tree level scattering amplitude is independent of the constant spinors introduced to define them and the BRST exact terms decouple without integrating over these constant spinors.

Complex networks analysis of manual and machine translations

Complex networks have been increasingly used in text analysis, including in connection with natural language processing tools, as important text features appear to be captured by the topology and dynamics of the networks. Following previous works that apply complex networks concepts to text quality measurement, summary evaluation, and author characterization, we now focus on machine translation (MT). In this paper we assess the possible representation of texts as complex networks to evaluate cross-linguistic issues inherent in manual and machine translation. We show that different quality translations generated by NIT tools can be distinguished from their manual counterparts by means of metrics such as in-(ID) and out-degrees (OD), clustering coefficient (CC), and shortest paths (SP). For instance, we demonstrate that the average OD in networks of automatic translations consistently exceeds the values obtained for manual ones, and that the CC values of source texts are not preserved for manual translations, but are for good automatic translations. This probably reflects the text rearrangements humans perform during manual translation. We envisage that such findings could lead to better NIT tools and automatic evaluation metrics.

Recensionernas retorik : Om könsroller i kulturjournalistiken

At the centre of this study lies the question if normative gender thinking affects the way poetry gets reviewed and how the reviews are written, this in relation to both the gender of the reviewer and the poet. The study crosses three academic fields; gender studies, poetry and journalism, and is based on the cultural studies theory of media affecting and even creating the world around it. The study is based on two types of analysis. One quantitative analysis based on the thematic criticism theory about detail studies that shows bigger patterns, this analysis focuses on how the poet and his/hers work are being treated in the reviews in areas such as how much space they´re given in the newspapers, how they are named by the reviewer and the tendency to quote the reviewed work.  And one qualitative analysis based on the new criticism method of close reading, that focuses on the reviewers way of writing and how that may be connected with theories of gender differences, this both connected to the gender of the reviewers and the poets. The material chosen for this study are all the reviews that were published in the same newspapers and that reviewed two specific poetry works by two specific poets chosen with great sensibility to age and career so that their difference in gender would be the most significant difference between them. The works were chosen based on year of publishing, they were supposed to be published as newly as possible and as close to each other in time as possible. The works I ended up with were Dimman av allt (2001) and Svart som silver (2008) by Bruno K. Öijer and Silverskåp (2000) and Nu försvinner vi eller ingår (2007) by Birgitta Lillpers. The results of this study show several differences in how poetry is being judged and how poetry reviews are being written are connected with the gender of the poets and the reviewer. Lillpers got 35% less space in the newspapers and Öijers poetry got quoted a lot more which confirms that female poetry often is considered as less important than the male poetry, and that men in general tends to be judged as more professional than woman. The male reviewers tended to express themselves with greater certainty than the female reviewers who held a more professional tone in their reviews and focused more on the technical aspects of the poetry. This confirms the theory of the male words are being looked upon as the truth but contradicts the theory of women writing more based on personal experience and of women being less skilled in language techniques. In conclusion, there are differences in how poetry gets reviewed and how the reviews are written that are connected to the genders of the poet and the reviewer but these differences are complex and does not show a clear normative way of thinking about gender

Evidence Algorithm and Processing Formalized Mathematical Texts

The goal of a research programme Evidence Algorithm is a development of an open system of automated proving that is able to accumulate mathematical knowledge and to prove theorems in a context of a self-contained mathematical text. By now, the first version of such a system called a System for Automated Deduction, SAD, is implemented in software. The system SAD possesses the following main features: mathematical texts are formalized using a specific formal language that is close to a natural language of mathematical publications; a proof search is based on special sequent-type calculi formalizing natural reasoning style, such as application of definitions and auxiliary propositions. These calculi also admit a separation of equality handling from deduction that gives an opportunity to integrate logical reasoning with symbolic calculation.

A relação trabalho e conhecimento nos programas de educação para o trabalho da LBA no Amapá

A LBA é uma instituição de abrangência nacional, historicamente ligada à organização de políticas governamentais de ação social, e que há décadas vem aplicando considerável volume de recursos na implementação de programas definidos como educação para o trabalho. Os resultados são mínimos, fato visível, inclusive, nas ameaças de extinção que, ciclicamente, pairam sobre a instituição. A questão fundamental que motiva e norteia este trabalho é na realidade a relativa ao sentido real da existência desses programas em uma instituição assim caracterizada. A resposta é apresentada na forma de um diagnóstico da relação trabalho e conhecimento no imaginário institucional da LBA do Amapá, construido a partir da análise da linguagem utilizada nos textos oficiais da instituição e contextualizada historicamente, cotejada com a fala de pessoas que vivenciam quotidianamente as práticas concretas de educação para o trabalho da LBA no Amapá, captada diretamente, através de uma metodologia de fundamentação hermenêutica-dialética.