Miracle-dz/UniFAR-FTUs huggingface dataset:
Tagging of Speech Acts and Dialogue Games in Spanish Call Home

The Clarity project is devoted to automatic detection and classification of discourse structures in casual, non-task-oriented conversation using shallow, corpus-based methods of analysis. For the Clarity project, we have tagged speech acts and dialogue games in the Call Home Spanish corpus. We have done preliminary cross-level experiments on the relationship of word and speech act n-grams to dialogue games. Our results show that the label of a game cannot be predicted from n-grams of words it contains. We get better than baseline results for predicting the label of a game from the sequence of speech acts it contains, but only when the speech acts are hand tagged, and not when they are automatically detected. Our future research will focus on finding linguistic cues that are more predictive of game labels. The automatic classification of speech acts and games is carried out in a multi-level architecture that integrates classification at multiple discourse levels instead of performing them sequentially.
Trends in U.S. pleural mesothelioma incidence rates following simian virus 40 contamination of early poliovirus vaccines.

BACKGROUND Poliovirus vaccines that were used during the late 1950s and early 1960s were contaminated with simian virus 40 (SV40), a monkey virus that is tumorigenic in rodents. SV40 DNA sequences have been detected in some human cancers, especially pleural mesotheliomas, although results are conflicting. We examined the relationship between SV40-contaminated poliovirus vaccine exposure and subsequent rates of pleural mesothelioma in the United States. METHODS We used data from the Surveillance, Epidemiology, and End Results Program to estimate age- and sex-specific pleural mesothelioma incidence rates per 10(5) person-years (py) from 1975 through 1997 and the Poisson distribution to determine 95% confidence intervals (CIs) for each rate. The prevalence, by birth cohort, of poliovirus vaccine exposure during the period of widespread SV40 contamination was determined from published survey data. Trends in mesothelioma incidence rates were assessed by examining age- and sex-specific rates over calendar periods and with the use of the age-period-cohort model. Trends in mesothelioma incidence were then compared with trends in prevalence of exposure. All statistical tests were two-sided. RESULTS The age-standardized pleural mesothelioma incidence rate for 1975 through 1997 was 1.29/10(5) py (95% CI = 1.24/10(5) to 1.34/10(5) py) in males and 0.21/10(5) py (95% CI = 0.20/10(5) to 0.23/10(5) py) in females. The rate in males increased from 0.79/10(5) py (95% CI = 0.62/10(5) to 1.0/10(5) py) in 1975 to a peak of 1.69/10(5) py (95% CI = 1.46/10(5) to 1.95/10(5) py) in 1992. Incidence rates increased the most among males who were 75 years of age or older, the age group least likely to have been immunized against poliovirus. Incidence rates among males in the age groups most heavily exposed to SV40-contaminated poliovirus vaccine remained stable or decreased from 1975 through 1997. Similar age-specific trends were observed among females. The age-period-cohort models for men and women also indicated that the trends in pleural mesothelioma incidence were not related to trends in exposure to SV40-contaminated poliovirus vaccine. CONCLUSIONS Age-specific trends in U.S. pleural mesothelioma incidence rates are not consistent with an effect of exposure to SV40-contaminated poliovirus vaccine. Nonetheless, given reports of the detection of SV40 genomic DNA sequences in human mesotheliomas, monitoring of vaccine-exposed cohorts should continue.
Strategies for automatic segmentation of audio data

In many applications, like indexing of broadcast news or surveillance applications, the input data consists of a continuous, unsegmented audio stream. Speech recognition technology, however, usually requires segments of relatively short length as input. For such applications, effective methods to segment continuous audio streams into homogeneous segments are required. In this paper, three different segmenting strategies (model-based, metric-based and energy-based) are compared on the same broadcast news test data. It is shown that model-based and metric-based techniques outperform the simpler energy-based algorithms. While model based segmenters achieve very high level of segment boundary precision, the metric-based segmenter preforms better in terms of segment boundary recall (RCL). To combine the advantages of both strategies, a new hybrid algorithm is introduced. For this, the results of a preliminary metric-based segmentation are used to construct the models for the final model-based segmenter run. The new hybrid approach is shown to outperform the other segmenting strategies.
Service quality delivery through web sites: A critical review of extant knowledge

Evidence exists that service quality delivery through Web sites is an essential strategy to success, possibly more important than low price and Web presence. To deliver superior service quality, managers of companies with Web presences must first understand how customers perceive and evaluate online customer service. Information on this topic is beginning to emerge from both academic and practitioner sources, but this information has not yet been examined as a whole. The goals of this article are to review and synthesize the literature about service quality delivery through Web sites, describe what is known about the topic, and develop an agenda for needed research.
Reader-Aware Multi-Document Summarization via Sparse Coding

We propose a new MDS paradigm called reader-aware multi-document summarization (RA-MDS). Specifically, a set of reader comments associated with the news reports are also collected. The generated summaries from the reports for the event should be salient according to not only the reports but also the reader comments. To tackle this RAMDS problem, we propose a sparse-coding-based method that is able to calculate the salience of the text units by jointly considering news reports and reader comments. Another reader-aware characteristic of our framework is to improve linguistic quality via entity rewriting. The rewriting consideration is jointly assessed together with other summarization requirements under a unified optimization model. To support the generation of compressive summaries via optimization, we explore a finer syntactic unit, namely, noun/verb phrase. In this work, we also generate a data set for conducting RA-MDS. Extensive experiments on this data set and some classical data sets demonstrate the effectiveness of our proposed approach.
At risk for radicalization and jihadism? A population-based study of Norwegian adolescents

Little is known about attitudes among ordinary adolescents in favour of the use of political violence and radicalization. We draw on a survey from a population sample of adolescents (n = 8627) in the Norwegian capital, Oslo. We first compared adolescents with Muslim, Christian and no religious affiliation with regard to attitudes in favour of the use of violence for political purposes and support of those who go to Syria to take part in active combat. Muslim youth reported higher levels of support for the use of violence to obtain societal change than did other adolescents. The same pattern was revealed with regard to support for the fighters in Syria. After control for other variables, Muslim affiliation had no impact on attitudes in favour of politically motivated violence, though it remained significant for support for the fighters in Syria. However, here as well we found associations with poor school grades, conduct problems and exposure to violence, possibly indicating an emerging adolescent ‘outsider’ position. Political activity on social media also played a role. Such attitudes rarely develop into politically motivated violence and jihadism. However, for a small minority, they may represent the first step in that direction.
Transcriptional Coregulation by the Cell Integrity Mitogen-Activated Protein Kinase Slt2 and the Cell Cycle Regulator Swi4

ABSTRACT In Saccharomyces cerevisiae, the heterodimeric transcription factor SBF (for SCB binding factor) is composed of Swi4 and Swi6 and activates gene expression at the G1/S-phase transition of the mitotic cell cycle. Cell cycle commitment is associated not only with major alterations in gene expression but also with highly polarized cell growth; the mitogen-activated protein kinase (MAPK) Slt2 is required to maintain cell wall integrity during periods of polarized growth and cell wall stress. We describe experiments aimed at defining the regulatory pathway involving the cell cycle transcription factor SBF and Slt2-MAPK. Gene expression assays and chromatin immunoprecipitation experiments revealed Slt2-dependent recruitment of SBF to the promoters of the G1 cyclinsPCL1 and PCL2 after activation of the Slt2-MAPK pathway. We performed DNA microarray analysis and identified other genes whose expression was reduced in both SLT2and SWI4 deletion strains. Genes that are sensitive to both Slt2 and Swi4 appear to be uniquely regulated and reveal a role for Swi4, the DNA-binding component of SBF, which is independent of the regulatory subunit Swi6. Some of the Swi4- and Slt2-dependent genes do not require Swi6 for either their expression or for Swi4 localization to their promoters. Consistent with these results, we found a direct interaction between Swi4 and Slt2. Our results establish a new Slt2-dependent mode of Swi4 regulation and suggest roles for Swi4 beyond its prominent role in controlling cell cycle transcription.
Preprint typeset in JHEP style-HYPER VERSION FPAUO – 13 / 01 DMUS – MP – 13 / 04 S 2 × S 3 geometries in ABJM and giant gravitons

We construct a new NS5-brane solution in AdS4 × CP with S × S topology. This solution belongs to the general class of non-EinsteinN11 metrics to which T 1,1 belongs, and carries a non-vanishing D0-brane charge. In eleven dimensions it gives rise to a squashed S× S M5-brane giant graviton which is now of the N10 type. The energies of both solutions satisfy the BPS bound E = kQ/2, indicating supersymmetric configurations, where Q is interpreted as D0-brane charge for the NS5-brane and as angular momentum for the dynamically stable M5-brane giant graviton. The ground state is degenerate with a spherical D2 or M2-brane, rather than with a point-like object. Moreover, while the charge of the spherical 2-brane can be arbitrary, the charge of the S×S 5-brane is bounded by N/2, with N the rank of the ABJM gauge group, a manifestation of the stringy exclusion principle. A microscopic description, suitable for the study of the finite ’t Hooft coupling region, is provided in terms of spherical D2 or M2-branes expanding into fuzzy 3-spheres.
Institutional discrimination of women and workplace harassment of female expatriates: Evidence from 25 host countries

Purpose The purpose of this paper is to investigate workplace gender harassment of female expatriates across 25 host countries and consider the role of institutional-level gender discrimination as a boundary condition. Further, the study investigates the effects of workplace gender harassment on frustration and job satisfaction and general job stress as a moderator. Design/methodology/approach The sample is comprised of 160 expatriates residing in 25 host countries. The authors test the model using partial least-squares structural equation modeling. Findings The results show that female expatriates experience more workplace gender harassment than male expatriates. This effect is particularly pronounced in host countries with strong institutional-level gender discrimination. Moreover, the authors found significant main effects of gender harassment on expatriates’ frustration and job satisfaction. Further, the authors identified a significant association between frustration and job satisfaction. No significant moderation effect of general job stress was found. Research limitations/implications The study’s data are cross-sectional. Future studies are encouraged to use longitudinal research designs. Further, future studies could center on perpetrators of harassment, different manifestations of harassment, and effective countermeasures. Practical implications The study raises awareness on the challenges of harassment of female expatriates and the role of the host country context. Further, the study shows the detrimental effects of gender harassment on female expatriates’ job satisfaction which is a central predictor of variables crucial to international assignments, for example, performance or assignment completion. Originality/value The study is among the first endeavors to include institutional-level gender discrimination as a boundary condition of workplace gender harassment of female expatriates, and therefore puts the interplay between macro- and micro-level processes into perspective.
Detecting and Defending Against Third-Party Tracking on the Web

While third-party tracking on the web has garnered much attention, its workings remain poorly understood. Our goal is to dissect how mainstream web tracking occurs in the wild. We develop a client-side method for detecting and classifying five kinds of third-party trackers based on how they manipulate browser state. We run our detection system while browsing the web and observe a rich ecosystem, with over 500 unique trackers in our measurements alone. We find that most commercial pages are tracked by multiple parties, trackers vary widely in their coverage with a small number being widely deployed, and many trackers exhibit a combination of tracking behaviors. Based on web search traces taken from AOL data, we estimate that several trackers can each capture more than 20% of a user's browsing behavior. We further assess the impact of defenses on tracking and find that no existing browser mechanisms prevent tracking by social media sites via widgets while still allowing those widgets to achieve their utility goals, which leads us to develop a new defense. To the best of our knowledge, our work is the most complete study of web tracking to date.
Urban-Rural Differences in Employer-Based Health Insurance Coverage of Workers

Prior research indicates that rural workers are less likely than urban workers to obtain health insurance coverage through their employer. The reasons for this differential in coverage rates are not well understood. This study uses data from the 1993 Robert Wood Johnson Foundation Employer Health Insurance Survey to measure differences in the proportion of rural and urban workers who are offered insurance coverage and in their rates of participation in offered plans, and to assess the effects of firm size, wages, and other factors in explaining the residential differences. Both offer rates and participation rates are lower in rural areas, but the probability of employer-based coverage among rural workers rises to the level of that of urban workers when we adjust rural firm size and wages to urban levels. Rural firms and workers are not behaviorally different from urban firms and workers; they are, however, at a greater disadvantage because of their smaller size and lower wages.
Alternative Work Practices and Quit Rates: Methodological Issues and Empirical Evidence for Canada

Using a nationally representative sample of establishments, we have examined whether selected alternative work practices (AWPs) tend to reduce quit rates. Overall, our analysis provides strong evidence of a negative association between these AWPs and quit rates among establishments of more than 10 employees operating in high-skill services. We also found some evidence of a negative association in low-skill services. However, the magnitude of this negative association was reduced substantially when we added an indicator of whether the workplace has a formal policy of information sharing. There was very little evidence of a negative association in manufacturing. While establishments with self-directed workgroups have lower quit rates than others, none of the bundles of work practices considered yielded a negative and statistically significant effect. We surmise that key AWPs might be more successful in reducing labour turnover in technologically complex environments than in low-skill ones.
Differential effects of theta/beta and SMR neurofeedback in ADHD on sleep onset latency

Recent studies suggest a role for sleep and sleep problems in the etiology of attention deficit hyperactivity disorder (ADHD) and a recent model about the working mechanism of sensori-motor rhythm (SMR) neurofeedback, proposed that this intervention normalizes sleep and thus improves ADHD symptoms such as inattention and hyperactivity/impulsivity. In this study we compared adult ADHD patients (N = 19) to a control group (N = 28) and investigated if differences existed in sleep parameters such as Sleep Onset Latency (SOL), Sleep Duration (DUR) and overall reported sleep problems (PSQI) and if there is an association between sleep-parameters and ADHD symptoms. Secondly, in 37 ADHD patients we investigated the effects of SMR and Theta/Beta (TBR) neurofeedback on ADHD symptoms and sleep parameters and if these sleep parameters may mediate treatment outcome to SMR and TBR neurofeedback. In this study we found a clear continuous relationship between self-reported sleep problems (PSQI) and inattention in adults with- and without-ADHD. TBR neurofeedback resulted in a small reduction of SOL, this change in SOL did not correlate with the change in ADHD symptoms and the reduction in SOL only happened in the last half of treatment, suggesting this is an effect of symptom improvement not specifically related to TBR neurofeedback. SMR neurofeedback specifically reduced the SOL and PSQI score, and the change in SOL and change in PSQI correlated strongly with the change in inattention, and the reduction in SOL was achieved in the first half of treatment, suggesting the reduction in SOL mediated treatment response to SMR neurofeedback. Clinically, TBR and SMR neurofeedback had similar effects on symptom reduction in ADHD (inattention and hyperactivity/impulsivity). These results suggest differential effects and different working mechanisms for TBR and SMR neurofeedback in the treatment of ADHD.
Learning in the wild - how labels influence what we learn

Learning concepts and categories in the real world is often accompanied by verbal labels. The existing theoretical accounts of how labels influence what we learn range from facilitation to overshadowing, with changes occurring over development. Studies investigating how labels influence what people learn have typically been confined to a category learning framework, where participants were tasked to learn how to discriminate categories or infer missing category properties. Here, we investigate how the absence or presence of labels, both common and unique, alter how people attend and what they remember in a more general setting. Our results suggest that unique labels may promote visual exploration of objects; whereas, there was no evidence to support the claim that hearing the same label associated with different members of a to-be-learned category directed attention to common features.
Phase II study of tailored chemotherapy for advanced colorectal cancer with either 5-fluouracil and leucovorin or oxaliplatin and irinotecan based on the expression of thymidylate synthase and dihydropyrimidine dehydrogenase.

BACKGROUND Thymidylate synthase (TS) and dihydropyrimidine dehydrogenase (DPD) are essential enzymes for 5-fluorouracil (5-FU) metabolism. In patients with advanced colorectal cancer (ACRC), retrospective studies have shown that low expression levels of TS and DPD correlated with response to 5-FU. We performed a prospective study in which the choice of first-line chemotherapy with either 5-FU or a non-5-FU containing regimen was based on TS and DPD expression. PATIENTS AND METHODS Fresh-frozen samples of metastases were obtained from 58 previously untreated patients with ACRC. mRNA expression of TS and DPD was quantified using an RT-PCR assay. Patients with low tumor expression of both TS and DPD received weekly bolus 5-FU/leucovorin (LV) 500 mg/m2 (group A); patients with high TS and/or DPD received 3-weekly oxaliplatin 85 mg/m2 and irinotecan 200 mg/m2 (group B). After progression, cross-over to the alternative regimen was attempted. RESULTS Of 53 eligible patients, 31 had tumors with both low TS and low DPD, and were treated in group A. A response was observed in 11 patients [35%; 95% confidence interval (CI) 19% to 54%]. Cross-over to second-line oxaliplatin/irinotecan resulted in a partial response in two out of 16 patients (13%; 95% CI 1% to 38%). In group B, four out of 22 patients responded (18%; 95% CI 5% to 40%), while no responses were observed in 12 patients after cross-over to 5-FU/LV (0%; 95% CI 0% to 28%). CONCLUSIONS Prospective selection of 5-FU/LV chemotherapy based on low TS and DPD expression in patients with ACRC did not confirm the high response rates reported in retrospective studies. The procedure of obtaining metastatic tissue and quantitation of enzymes appeared feasible but cumbersome. Before assessing the clinical utility of a predictive marker in a randomized trial, future studies should focus on prospective validation of the assay in a large and well defined population.
An on-the-fly reference counting garbage collector for Java

Reference counting is not naturally suitable for running on multiprocessors. The update of pointers and reference counts requires atomic and synchronized operations. We present a novel reference counting algorithm suitable for a multiprocessor that does not require any synchronized operation in its write barrier (not even a compare-and-swap type of synchronization). The algorithm is efficient and may complete with any tracing algorithm.
Wide Field CAMera survey of M31 globular clusters: low-mass X-ray binaries

We investigate the relationship between low-mass X-ray binaries (LMXBs) and globular clusters (GCs) using United Kingdom Infrared Telescope (UKIRT) observations of M31 and existing Chandra, XMM-Newton and ROSAT catalogues. By fitting King models to these data, we have estimated the structural parameters and stellar collision rates of 239 of its GCs. We show a highly significant trend between the presence of a LMXB and the stellar collision rate of a cluster. The stellar collision rate is found to be a stronger predictor of which clusters will host LMXBs than the host cluster mass. We argue that our results show that the stellar collision rate of the clusters is the fundamental parameter related to the production LMXBs. This is consistent with the formation of LMXBs through dynamical interactions with little direct dependence on the neutron star retention fraction or cluster mass