Paraphrasing : scope and typology : a computational approach

This PhD project aims to study paraphrasing, initially understood as the different ways in which the same content is expressed linguistically. We will go into that concept in depth trying to define and delimit its scope more accurately. In that sense, we also aim to discover which kind of structures and phenomena it covers. Although there exist some paraphrasing typologies, the great majority of them only apply to English, and focus on lexical and syntactic transformations. Our intention is to go further into this subject and propose a paraphrasing typology for Spanish and Catalan combining lexical, syntactic, semantic and pragmatic knowledge. We apply a bottom-up methodology trying to collect evidence of this phenomenon from the data. For this purpose, we are initially using the Spanish Wikipedia as our corpus. The internal structure of this encyclopedia makes it a good resource for extracting paraphrasing examples for our investigation. This empirical approach will be complemented with the use of linguistic knowledge, and by comparing and contrasting our results to previously proposed paraphrasing typologies in order to enlarge the possible paraphrasing forms found in our corpus. The fact that the same content can be expressed in many different ways presents a major challenge for Natural Language Processing (NLP) applications. Thus, research on paraphrasing has recently been attracting increasing attention in the fields of NLP and Computational Linguistics. The results obtained in this investigation would be of great interest in many of these applications.

A geometric mechanism of diffusion: Rigorous verification in a priori unstable Hamiltonian systems

In this paper we consider a representative a priori unstable Hamiltonian system with 2+1/2 degrees of freedom, to which we apply the geometric mechanism for diffusion introduced in the paper Delshams et al., Mem.Amer.Math. Soc. 2006, and generalized in Delshams and Huguet, Nonlinearity 2009, and provide explicit, concrete and easily verifiable conditions for the existence of diffusing orbits. The simplification of the hypotheses allows us to perform explicitly the computations along the proof, which contribute to present in an easily understandable way the geometric mechanism of diffusion. In particular, we fully describe the construction of the scattering map and the combination of two types of dynamics on a normally hyperbolic invariant manifold.

Generic drugs in Spain: price competition vs. moral hazard

This paper examines competition between generic and brand-name drugs in the regulated Spanish pharmaceutical market. A nested logit demand model is specified for the three most consumed therapeutic subgroups in Spain: statins (anticholesterol), selective serotonin reuptake inhibitors (antidepressants) and proton pump inhibitors (antiulcers). The model is estimated with instrumental variables from a panel of monthly prescription data from 1999 to 2005. The dataset distinguishes between three different levels of patients’ copayments within the prescriptions and the results show that the greater the level of insurance that the patient has (and therefore the lower the patient’s copayment), the lower the proportion of generic prescriptions made by physicians. It seems that the low level of copayment has delayed the penetration of generics into the Spanish market. Additionally, the estimation of the demand model suggests that the substitution rules and promotional efforts associated with the reference pricing system have increased generic market share, and that being among the first generic entrants has an additional positive effect.

Indirect likelihood inference

Given a sample from a fully specified parametric model, let Zn be a given finite-dimensional statistic - for example, an initial estimator or a set of sample moments. We propose to (re-)estimate the parameters of the model by maximizing the likelihood of Zn. We call this the maximum indirect likelihood (MIL) estimator. We also propose a computationally tractable Bayesian version of the estimator which we refer to as a Bayesian Indirect Likelihood (BIL) estimator. In most cases, the density of the statistic will be of unknown form, and we develop simulated versions of the MIL and BIL estimators. We show that the indirect likelihood estimators are consistent and asymptotically normally distributed, with the same asymptotic variance as that of the corresponding efficient two-step GMM estimator based on the same statistic. However, our likelihood-based estimators, by taking into account the full finite-sample distribution of the statistic, are higher order efficient relative to GMM-type estimators. Furthermore, in many cases they enjoy a bias reduction property similar to that of the indirect inference estimator. Monte Carlo results for a number of applications including dynamic and nonlinear panel data models, a structural auction model and two DSGE models show that the proposed estimators indeed have attractive finite sample properties.

Probiotic microorganisms: 100 years of innovation and efficacy. Modes of action

AbstractArticle StructureFigures and TablesReferences Benefits from probiotic micro-organisms have been recognised for over 100 years, and as being useful in poultry for 50 years. Fuller (1989) redefined probiotics as ‘a live microbial feed supplement which beneficially affects the host animal by improving its intestinal microbial balance’. Benefits derived from this improved intestinal microbial balance could be reflected in performance or prevention of pathogen colonisation. Probiotic micro-organisms use in poultry production has been widely accepted and new opportunities arose from the 2006 EU ban on antimicrobial growth promoters. The majority of microbial products for compound feeds are made up from a relatively small number of micro-organisms that are normally present in the GI tract. They include non-sporulated bacteria, sporulated bacteria, fungi or yeasts; and presented from single to multi-strain products. A review on the proposed modes of action is presented including recent approaches to quorum sensing interference

Statistical tests for scaling in the inter-event times of earthquakes in California

We explore in depth the validity of a recently proposed scaling law for earthquake inter-event time distributions in the case of the Southern California, using the waveform cross-correlation catalog of Shearer et al. Two statistical tests are used: on the one hand, the standard two-sample Kolmogorov-Smirnov test is in agreement with the scaling of the distributions. On the other hand, the one-sample Kolmogorov-Smirnov statistic complemented with Monte Carlo simulation of the inter-event times, as done by Clauset et al., supports the validity of the gamma distribution as a simple model of the scaling function appearing on the scaling law, for rescaled inter-event times above 0.01, except for the largest data set (magnitude greater than 2). A discussion of these results is provided.

Más allá de una distinción dicotómica del apoyo a la democracia: diversos perfiles de no demócratas

El apoyo ciudadano a la democracia constituye un requisito fundamental de los modernos regímenes democráticos, tanto respecto de su estabilidad y consolidación como de la calidad de su funcionamiento. En este marco, la legitimidad democrática pertenece a la dimensión de creencias ciudadanas respecto de que la democracia y sus instituciones son las más apropiadas (de hecho, las únicas aceptables) como régimen de gobierno. Sin perjuicio de lo anterior, no todos los ciudadanos expresan este conjunto de actitudes positivas hacia el régimen democrático. En gran parte de las nuevas democracias un número considerable de personas o bien no entregan un apoyo abierto a la democracia o, expresan actitudes contradictorias hacia los regímenes democráticos. Este grupo de individuos ha sido normalmente tratado por la literatura como un solo grupo homogéneo, que responde sin más consideraciones a la etiqueta de “no demócratas”. Sin embargo, tal como esta investigación pretende demostrar, existen razones teóricas y empíricas para esperar que no haya un único perfil de ciudadanos que no apoya la democracia. Por el contrario, sería posible encontrar y analizar diversos perfiles de “no demócratas”, que explican sus diferencias de acuerdo a distintas objeciones hacia la democracia. Esto es, las razones que se tienen para no entregar un apoyo difuso a la democracia no serían las mismas en todos los casos. De esta forma se derivan las siguientes preguntas de investigación: ¿Cuáles son los argumentos teóricos y empíricos que permiten distinguir diversos tipos de “no demócratas”? ¿Cuáles son las distintas objeciones hacia la democracia (razones) que configuran estos perfiles diversos? Sin embargo, no basta con responder sólo a estas preguntas. Es necesario avanzar en esta línea argumental, preguntándose respecto de la relevancia de distinguir distintos perfiles de “no demócratas”. Así, surge una tercera pregunta: ¿Bajo qué circunstancias tiene relevancia efectuar una distinción entre quienes no apoyan la democracia?

Construcció d'un SIG municipal Aplicat a les necessitats bàsiques d'una població qualsevol

Els Sistemes d'Informació Geogràfics (SIG), han estat fins ara una eina molt potent a l'hora de gestionar molts aspectes relacionat amb el terreny. En aquest document, s'intenta posar de manifest aquest fet, i per portar a terme aquest objectiu, s'ha estructurat en dos grans blocs, un teòric, i un altre pràctic, que es complementen amb un tercer, més específic, que amplia, amb aspectes teòrics, la part pràctica del TFC, que tracta sobre temes cadastrals.

Configuració d'un equip eficient per a projectes informàtics

En els estudis d'enginyeria superior d'informàtica fets s'estudien els aspectes tècnics i metodològics de gestió de projectes informàtics. Ara bé, s'aborda breument un dels factors més importants i més determinants dels projectes: el factor humà. Aquest projecte complementa els coneixements sobre la gestió de projectes mitjançant un estudi sobre com el vessant humà afecta el desenvolupament d'un projecte informàtic. El projecte serveix de manual per a conèixer el funcionament d'un equip de projecte informàtic i de guia per a poder dirigir un equip d'aquestes característiques. Aquest treball permet saber per què pot funcionar un equip de projecte informàtic, quins factors individuals i de grup hi ha, quins són els seus participants i quines són les seves funcions, com s'organitzen, els problemes que hi poden aparèixer, i consells i estratègies per a aconseguir un equip eficient. Alhora, el projecte es complementa amb una sèrie d'experiències de persones que desenvolupen o han desenvolupat diferents rols dins equips de diferents projectes informàtics, que ajuden a entendre i identificar l'objectiu estudiat.

Creació d'un programari per la transformació de dades

L'objectiu d'aquest TFC ha estat crear un programari que permeti transformacions ràpides de gran volums de dades. Cada procés de transformació hauria de dependre d'un conjunt de regles de transformació preestablertes per subconjunts de dades, de manera que el procés fos repetible i verificable per a poder garantir la qualitat dels processos de transformació; les regles de transformació s'haurien de poder especificar de manera fàcil i pràctica per a usuaris sense coneixements de programació; les transformacions possibles haurien de cobrir requeriments derivats de la neteja, la transformació i la formatació de dades en els nivells de taula, registre i camp, i per a cada subconjunt de dades i regles de transformació inicials, que constitueixen l'entrada, el programari hauria de retornar el corresponent subconjunt de dades transformades.

Uso de ODR en las comunidades de desarrollo de software libre

La revolució del programari lliure ha estat i és un dels fenòmens més imprevisibles i de major abast que han sorgit des del desenvolupament de les Tecnologies de la Informació. No obstant això és un fenomen que, a causa de pròpia construcció social i distribuïda, està intrínsecament unit a la noció de conflicte, la manifestació del qual més notòria és la bifurcació o fork. En el present treball analitzem els diferents tipus de conflictes i els mecanismes habitualment emprats per a la resolució dels mateixos, i si formen part dels denominats mètodes alternatius de resolució de controvèrsies en Línia o ODR o si són part d'una categoria diferent i separada.

On the use of principal components in contemporany population genetics: a case study

In human Population Genetics, routine applications of principal component techniques are oftenrequired. Population biologists make widespread use of certain discrete classifications of humansamples into haplotypes, the monophyletic units of phylogenetic trees constructed from severalsingle nucleotide bimorphisms hierarchically ordered. Compositional frequencies of the haplotypesare recorded within the different samples. Principal component techniques are then required as adimension-reducing strategy to bring the dimension of the problem to a manageable level, say two,to allow for graphical analysis.Population biologists at large are not aware of the special features of compositional data and normally make use of the crude covariance of compositional relative frequencies to construct principalcomponents. In this short note we present our experience with using traditional linear principalcomponents or compositional principal components based on logratios, with reference to a specificdataset

Sobre les relacions lineals d'energia lliure: mesures de semblança molecular quàntica sobre funcions de densitat electrònica modificad

En aquest treball es presenta l'ús de funcions de densitat electrònica de forat de Fermi per incrementar el paper que pren una regió molecular concreta, considerada com a responsable de la reactivitat molecular, tot i mantenir la mida de la funció de densitat original. Aquestes densitats s'utilitzen per fer mesures d'autosemblança molecular quàntica i es presenten com una alternativa a l'ús de fragments moleculars aillats en estudis de relació entre estructura i propietat. El treball es complementa amb un exemple pràctic, on es correlaciona l'autosemblanca molecular a partir de densitats modificades amb l'energia d'una reacció isodòsmica

Econometrics on GPUs

A graphical processing unit (GPU) is a hardware device normally used to manipulate computer memory for the display of images. GPU computing is the practice of using a GPU device for scientific or general purpose computations that are not necessarily related to the display of images. Many problems in econometrics have a structure that allows for successful use of GPU computing. We explore two examples. The first is simple: repeated evaluation of a likelihood function at different parameter values. The second is a more complicated estimator that involves simulation and nonparametric fitting. We find speedups from 1.5 up to 55.4 times, compared to computations done on a single CPU core. These speedups can be obtained with very little expense, energy consumption, and time dedicated to system maintenance, compared to equivalent performance solutions using CPUs. Code for the examples is provided.

Impaired fast-spiking, suppressed cortical inhibition and increased susceptibility to seizures in mice lacking Kv3.2 K+ channel proteins

Voltage-gated K+ channels of the Kv3 subfamily have unusual electrophysiological properties, including activation at very depolarized voltages (positive to −10 mV) and very fast deactivation rates, suggesting special roles in neuronal excitability. In the brain, Kv3 channels are prominently expressed in select neuronal populations, which include fast-spiking (FS) GABAergic interneurons of the neocortex, hippocampus, and caudate, as well as other high-frequency firing neurons. Although evidence points to a key role in high-frequency firing, a definitive understanding of the function of these channels has been hampered by a lack of selective pharmacological tools. We therefore generated mouse lines in which one of the Kv3 genes, Kv3.2, was disrupted by gene-targeting methods. Whole-cell electrophysiological recording showed that the ability to fire spikes at high frequencies was impaired in immunocytochemically identified FS interneurons of deep cortical layers (5-6) in which Kv3.2 proteins are normally prominent. No such impairment was found for FS neurons of superficial layers (2-4) in which Kv3.2 proteins are normally only weakly expressed. These data directly support the hypothesis that Kv3 channels are necessary for high-frequency firing. Moreover, we found that Kv3.2 −/− mice showed specific alterations in their cortical EEG patterns and an increased susceptibility to epileptic seizures consistent with an impairment of cortical inhibitory mechanisms. This implies that, rather than producing hyperexcitability of the inhibitory interneurons, Kv3.2 channel elimination suppresses their activity. These data suggest that normal cortical operations depend on the ability of inhibitory interneurons to generate high-frequency firing.