Quality and Aspect based Argument Generation

Natural Language Processing has always been one of the most popular topics in Artificial Intelligence. Argument-related research in NLP, such as argument detection, argument mining and argument generation, has been popular, especially in recent years. In our daily lives, we use arguments to express ourselves. The quality of arguments heavily impacts the effectiveness of our communications with others. In professional fields, such as legislation and academic areas, arguments of good quality play an even more critical role. Therefore, argument generation with good quality is a challenging research task that is also of great importance in NLP. The aim of this work is to investigate the automatic generation of arguments with good quality, according to the given topic, stance and aspect (control codes). To achieve this goal, a module based on BERT [17] which could judge an argument's quality is constructed. This module is used to assess the quality of the generated arguments. Another module based on GPT-2 [19] is implemented to generate arguments. Stances and aspects are also used as guidance when generating arguments. After combining all these models and techniques, the ranks of the generated arguments could be acquired to evaluate the final performance. This dissertation describes the architecture and experimental setup, analyzes the results of our experimentation, and discusses future directions.

Characterization Of Single Use Reactor Used For The Manufacturing Of Formulated Products Within The Pharmaceutical Industry

Mixing is a fundamental unit operation in the pharmaceutical industry to ensure consistent product quality across different batches. It is usually carried out in mechanically stirred tanks, with a large variety of designs according to the process requirements. A key aspect of pharmaceutical manufacturing is the extensive and meticulous cleaning of the vessels between runs to prevent the risk of contamination. Single-use reactors represent an increasing trend in the industry since they do not require cleaning and sterilization, reducing the need for utilities such as steam to sterilize equipment and the time between production batches. In contrast to traditional stainless steel vessels, single-use reactors consist of a plastic bag used as a vessel and disposed of after use. This thesis aims to characterize the fluid dynamics features and the mixing performance of a commercially available single-use reactor. The characterization employs a combination of various experimental techniques. The analysis starts with the visual observation of the liquid behavior inside the vessel, focusing on the vortex shape evolution at different impeller speeds. The power consumption is then measured using a torque meter to quantify the power number. Particle Image Velocimetry (PIV) is employed to investigate local fluid dynamics properties such as mean flow field and mean and rms velocity profiles. The same experimental setup of PIV is exploited for another optical measurement technique, the Planar Laser-Induced Fluorescence (PLIF). The PLIF measurements complete the characterization of the reactor with the qualitative visualization of the turbulent flow and the quantitative assessment of the system performance through the mixing time. The results confirm good mixing performances for the single-use reactor over the investigated impeller speeds and reveal that the filling volume plays a significant role in the fluid dynamics of the system.

Heat-transfer enhancement with pulsed jets in turbulent pipe flow at high-Reynolds number

Improving heat transfer is a critical area of ​​research in various fields such as thermal engineering, energy conversion and aeronautical engineering. The aim of this thesis is to present the design, construction and testing of an experimental setup for the study of heat transfer enhancement in a turbulent boundary layer using cross-flow pulsed jets. The set-up is designed to generate and control pulsed jets, measure heat transfer and acquire all parameters related to wind tunnel flow and is also capable of varying the parameters of the pulsed jets, such as frequency, amplitude and the duty cycle, in order to study the effects on the increase in heat transfer. The thesis describes the design phases, the construction process and the final successful testing of the plant. The test results verify the functionality and accuracy of the set-up and ensure that it can be used to perform a full experimental campaign to investigate heat transfer enhancement using cross-flow pulsed jets in a turbulent layer boundary.

Thermodynamics of hydrogen absorption in Mg thin films and multilayers studied by electrochemical method

Electrochemical hydrogen loading is a technique used to produce and study the hydrogenation in metals starting from a liquid solution containing water. It is a possible alternative to another, well-established technique which loads hydrogen starting from its gas phase. In this work, the electrochemical method is used to understand the fundamental thermodynamics of hydrogen loading in constraint systems such as thin films on substrates, and possibly distinguish the role of interfaces, stresses and microstructure during the hydrogenation process. The systems under study are thin films of Pd, Mg/Pd, and Ti/Mg multilayers. Possible future technological applications may be in the field of hydrogen storage and hydrogen sensors. Towards the end, the experimental setup is modified by introducing an automatic relay. This change leads to improvements in the data analysis and in the attainable information on the kinetics of the systems.

Stress Ratio Effects on the fatigue Properties of Biaxially Loaded Tubular FRP-Specimens – Experimental Study

In this work tubular fiber reinforced specimens are tested for fatigue life. The specimens are biaxially loaded with tension and shear stresses, with a load angle β of 30° and 60° and a load ratio of R=0,1. There are many factors that affect fatigue life of a fiber reinforced material and the main goal of this work is to study the effects of load ratio R by obtaining S-N curves and compare them to the previous works (1). All the other parameters, such as specimen production, fatigue loading frequency and temperature, will be the same as for the previous tests. For every specimen, stiffness, temperature of the specimen during testing, crack counting and final fracture mode are obtained. Prior to testing, a study if the literature regarding the load ratio effects on composites fatigue life and with that review estimate the initial stresses to be applied in testing. In previous works (1) similar specimens have only been tested for a load ratio of R=-1 and therefore the behaviour of this tubular specimens for a different load ratio is unknown. All the data acquired will be analysed and compared to the previous works, emphasizing the differences found and discussing the possible explanations for those differences. The crack counting software, developed at the institute, has shown useful before, however different adjustments to the software parameters lead to different cracks numbers for the same picture, and therefore a better methodology will be discussed to improve the crack counting results. After the specimen’s failure, all the data will be collected and stored and fibre volume content for every specimen is also determinate. The number of tests required to make the S-N curves are obtained according to the existent standards. Additionally are also identified some improvements to the testing machine setup and to the procedures for future testing.

Avaliação experimental da utilização de conectores indentados em elementos mistos de aço e betão leve

Dissertação de mestrado integrado em Engenharia Civil

How accurate are surveyed preferences for public policies? Evidence from a unique institutional setup

Opinion polls are widely used to capture public sentiments on a varietyof issues. If citizens are unwilling to reveal certain policy preferences toothers, opinion polls may fail to characterize population preferences accurately.The innovation of this paper is to use unique data to measurebiases in opinion polls for a broad range of policies. I combine data on184 referenda held in Switzerland between 1987 and 2007, with postballotsurveys that ask for each proposal how the citizens voted. Thedifference between stated preferences in the survey and revealed preferences at the ballot box provides a direct measure of bias in opinion polls.I find that these biases vary by policy areas, with the largest ones occurring in policies on immigration, international integration, and votesinvolving liberal/conservative attitudes. Also, citizens show a tendencyto respond in accordance to the majority.

Choice of partners in multiple two-person prisoner's dilemma games: An experimental study

We examine the effect of unilateral and mutual partner selection in the context of prisoner's dilemmas experimentally. Subjects play simultaneously several finitely repeated two-person prisoner's dilemma games. We find that unilateral choice is the best system. It leads to low defection and fewer singles than with mutual choice. Furthermore, with the unilateral choice setup we are able to show that intendingdefectors are more likely to try to avoid a match than intending cooperators. We compare our results of multiple games with single game PD-experiments and find no difference in aggregate behavior. Hence the multiple game technique is robust and might therefore be an important tool in the future for testing the use of mixed strategies.

Experimental implementation of tightly focused beams with unpolarized transversal component at any plane

The aim of this paper is to provide a formal framework for designing highly focused fields with specific transversal features when the incoming beam is partially polarized. More specifically, we develop a field with a transversal component that remains unpolarized in the focal area. Moreover, its longitudinal component exhibits non-zero values on axis. Special attention is paid to the design of the input beam and the development of the experiment. The implementation of such fields is possible by using an interferometric setup combined with the use of digital holography techniques. Experimental results are compared with those obtained numerically.

A detailed description of an economical setup for electroporation of chick embryos in ovo

One of the challenges of the postgenomic era is characterizing the function and regulation of specific genes. For various reasons, the early chick embryo can easily be adopted as an in vivo assay of gene function and regulation. The embryos are robust, accessible, easily manipulated, and maintained in the laboratory. Genomic resources centered on vertebrate organisms increase daily. As a consequence of optimization of gene transfer protocols by electroporation, the chick embryo will probably become increasingly popular for reverse genetic analysis. The challenge of establishing chick embryonic electroporation might seem insurmountable to those who are unfamiliar with experimental embryological methods. To minimize the cost, time, and effort required to establish a chick electroporation assay method, we describe and illustrate in great detail the procedures involved in building a low-cost electroporation setup and the basic steps of electroporation.

H∞ robust control design for unsupported paraplegic standing: experimental evaluation

This paper is concerned with the design of robust feedback H~-control systems for the control of the upright posture of paraplegic persons standing. While the subject stands in a special apparatus, stabilising torque at the ankle joint is generated by electrical stimulation of the paralyzed calf muscles. Since the muscles acting as actuators in this setup show a significant degree of nonlinearity, a robust H~-control design is used. The design approach is implemented in experiments with a paraplegic subject. The results demonstrate good performance and closed loop stability over the whole range of operation.

An experimental switchable stiffness device for shock isolation

The development of an experimental switching stiffness device fcr shock isolation is presented. The system uses magnetic forces to exert a restoring force, which results in an effective stiffness that is used to isolate a payload. When the magnetic force is turned on and off, a switchable stiffness is obtained. Characterization of the physical properties of the device is presented. They are estimated in terms of the percentage stiffness change and effective damping ratio when switched between two constant stiffness states. Additionally, the setup is used to implement a control strategy to reduce the shock response and minimize residual vibration. The system was found to be very effective for shock isolation. The response is reduced by around 50 percent compared with passive isolation showing good correlation with theoretical predictions, and the effective damping ratio in the system following the shock was increased from about 4.5 percent to 13 percent. (c) 2012 Elsevier Ltd. All rights reserved.

Bancada experimental para ensaios em geradores elétricos utilizados em aerogeradores de pequeno porte

Este trabalho apresenta uma bancada para testes em geradores elétricos, utilizados em aerogeradores de pequeno porte. O sistema é composto basicamente por um motor de indução trifásico, que simula um rotor eólico, acoplado mecanicamente ao gerador elétrico submetido ao ensaio; um inversor de frequência, usado para variação da velocidade do motor; transdutores de grandezas elétricas, que efetuam a medição dos parâmetros de interesse (tensões e correntes instantâneas) na saída do gerador; um sensor de velocidade angular, para medição da rotação que é fornecida ao eixo do motor; um microcomputador, para monitoração e armazenamento dos parâmetros medidos, e controle do inversor de frequência, por meio de um programa computacional desenvolvido; e uma placa de aquisição de dados, que serve como interface entre os transdutores/sensores e o microcomputador. A velocidade angular fornecida ao gerador em ensaio pode ser variada conforme valores fornecidos de velocidades de vento, as quais são associadas a valores correspondentes de rotação, a fim de simular o comportamento de um rotor eólico. Dessa forma, é possível traçar a curva de potência (potência versus velocidade de vento) do gerador ensaiado e analisar seu desempenho. Apresenta-se também neste trabalho os resultados de medições realizadas na bancada, referentes aos ensaios de um gerador comercial de pequena potência (1 kW) e de outro desenvolvido em projeto de pesquisa, ambos do tipo de imã permanente com fluxo axial.

Estudo experimental sobre a resposta imunológica em infecções seqüenciais pelo vírus Dengue 3 e pelo vírus Dengue 2 em primatas não humanos da espécie Callithrix penicillata

A dengue é causada pelo Vírus da dengue (VDEN - Flaviviridae, Flavivirus) e é considerada a arbovirose mais difundida no mundo. Atualmente, não há um animal que sirva como modelo para estudos sobre a patogênese do VDEN. Para investigar a susceptibilidade da espécie Callithrix penicillata ao VDEN foram inoculados amostras do VDEN-3 e do VDEN-2 de isoladas de casos humanos fatais. Para tal, vinte e dois animais foram infectados com VDEN-3 (3,23 × 103 PFU/mL) e, sessenta dias após a infecção (d.p.i.), 11 deles foram secundariamente infectados com VDEN-2 (4,47 × 104 PFU/mL). Sangue, plasma e soro, foram coletados diariamente durante os primeiros sete dias e em 15, 20, 45 e 60 d.p.i.. Foram investigados a produção de anticorpos IgM e inibidores da hemaglutinação, assim como foram análisados parâmetros hematologicos e bioquímicos e o perfil sérico de citocinas (IL-6, TNF-, IL-2, IFN-α, IL-4 e IL-5). A infecção primária (VDEN-3) revelou anticorpos IgM (15- 20 d.p.i.), anticorpos IH (15-60 d.p.i.), aumento dos níveis de TNF-α e IFN-γ e diminuição da IL-5. Na infecção secundária (VDEN-2), foi detectado anticorpos IgM (15-20 d.p.i.), anticorpos IH (15-60 d.p.i.) e diminuição dos níveis de IL-6, TNF-α, de IFN-γ e IL-5. Além disso, foi observado em ambas infecções leucopenia, neutropenia, linfocitopenia, monocitopenia, trombocitopenia, e aumentou da AST. O aumento dos níveis de INF-γ e TNF- α indicaram a ativação da resposta inflamatória, com a diferenciação para a resposta celular e supressão da proliferação de citocinas características da resposta humoral. A presença de anticorpos neutralizantes pode ter ocasionado a supressão da resposta inflamatória na infecção secundária o que pode ter levado a ausência de sinais de Febre Hemorrágica do Dengue/Sindrome do Choque do Dengue (FHD/SCD) durante a infecção secundária (VDEN- 2). Os resultados indicam que o primatas não humanos da espécie Callithrix penicillata demonstraram susceptibilidade à cepas de VDEN de origem humana, sugerindo que esses animais são um bom modelo para estudos da resposta imunológica da Febre do Dengue (FD), assim como para a avaliação de uma vacina tetravalente.

Avaliação experimental de um sistema não linear para extração de energia através de vibrações utilizando material piezelétrico

Pós-graduação em Engenharia Mecânica - FEIS