93 research outputs found

    Konferenciabeszámoló

    Get PDF

    Contradiction Detection for Rumorous Claims

    Get PDF
    The utilization of social media material in journalistic workflows is increasing, demanding automated methods for the identification of mis- and disinformation. Since textual contradiction across social media posts can be a signal of rumorousness, we seek to model how claims in Twitter posts are being textually contradicted. We identify two different contexts in which contradiction emerges: its broader form can be observed across independently posted tweets and its more specific form in threaded conversations. We define how the two scenarios differ in terms of central elements of argumentation: claims and conversation structure. We design and evaluate models for the two scenarios uniformly as 3-way Recognizing Textual Entailment tasks in order to represent claims and conversation structure implicitly in a generic inference model, while previous studies used explicit or no representation of these properties. To address noisy text, our classifiers use simple similarity features derived from the string and part-of-speech level. Corpus statistics reveal distribution differences for these features in contradictory as opposed to non-contradictory tweet relations, and the classifiers yield state of the art performance.Comment: To appear in: Proceedings of Extra-Propositional Aspects of Meaning (ExProM) in Computational Linguistics, Osaka, Japan, 201

    Veracity Computing from Lexical Cues and Perceived Certainty Trends

    Get PDF
    We present a data-driven method for determining the veracity of a set of rumorous claims on social media data. Tweets from different sources pertaining to a rumor are processed on three levels: first, factuality values are assigned to each tweet based on four textual cue categories relevant for our journalism use case; these amalgamate speaker support in terms of polarity and commitment in terms of certainty and speculation. Next, the proportions of these lexical cues are utilized as predictors for tweet certainty in a generalized linear regression model. Subsequently, lexical cue proportions, predicted certainty, as well as their time course characteristics are used to compute veracity for each rumor in terms of the identity of the rumor-resolving tweet and its binary resolution value judgment. The system operates without access to extralinguistic resources. Evaluated on the data portion for which hand-labeled examples were available, it achieves .74 F1-score on identifying rumor resolving tweets and .76 F1-score on predicting if a rumor is resolved as true or false.Comment: to appear in: Proc. 2nd Workshop on Noisy User-generated Text, Osaka, Japan, 201

    Angewandte anthropologische Ästhetik. Konzepte und Praktiken 1700–1900 = Applied Anthropological Aesthetics. Concepts and Practices 1700–1900

    Get PDF
    Im Mittelpunkt des Bandes steht die Geschichte der angewandten anthropologischen Ästhetik zwischen 1700 und 1900 im deutschen und ›habsburgischen‹ Raum. Die französische und britische Ästhetik kommen als Kontexte ebenso in den Blick wie die Protoästhetik zu Beginn des 18. und die national gefärbte Bildungsästhetik am Ausgang des 19. Jahrhunderts. Die Beiträge akzentuieren die verschiedenen Formen des Sowohl-als-auch-Denkens innerhalb eines integrativen Schönheitsdiskurses, der stets auf die Verknüpfung von Theorie und Praxis, die Inbeziehungsetzung von Tradition und Innovation und die Ausbalancierung von Vernunft und Sinnlichkeit bedacht war. Das Themenfeld umfasst theoretische und praktische Bezüge der Musik-, Garten-, Frauen-, Universitäts- und Kunst- bzw. Literaturästhetik sowie angrenzende Gebiete wie die popularaufklärerische Rhetorik. Behandelt werden dabei u.a. Edmund Burke, Jean-Baptiste Du Bos, Johann Joachim Eschenburg, Franz Ficker, August Greguss, Michael Greguss, Karl Heinrich Heydenreich, August Gottlieb Meißner, Ernst Platner, Tobias Gottfried Schröer, Ferenc Széchényi und Friedrich August Clemens Werthes

    The impact of preoperative anxiety and education level on long-term mortality after cardiac surgery

    Get PDF
    <p>Abstract</p> <p>Background</p> <p>Psychosocial factors have shown independent predictive value in the development of cardiovascular diseases. Although there is strong evidence to support the role of psychosocial factors in cardiovascular mortality, there is a scarcity of knowledge about how these factors are related. Therefore, we investigated the relationship between depression, anxiety, education, social isolation and mortality 7.5 years after cardiac surgery.</p> <p>Methods</p> <p>After informed consent, 180 patients undergoing cardiac surgery between July 2000 and May 2001 were prospectively enrolled and followed for ten years. During the follow-up period, the patients were contacted annually by mail. Anxiety (Spielberger State-Trait Anxiety Inventory, STAI-S/STAI-T), depression (Beck Depression Inventory, BDI) and the number and reason for rehospitalizations were assessed each year. Those patients who did not respond were contacted by telephone, and national registries were searched for deaths.</p> <p>Results</p> <p>During a median follow-up of 7.6 years (25<sup>th</sup> to 75<sup>th</sup> percentile, 7.4 to 8.1 years), the mortality rate was 23.6% (95% confidence interval [CI] 17.3-29.9; 42 deaths). In a Cox regression model, the risk factors associated with an increased risk of mortality were a higher EUROSCORE (points; Adjusted Hazard Ratio (AHR):1.30, 95%CI:1.07-1.58)), a higher preoperative STAI-T score (points; AHR:1.06, 95%CI 1.02-1.09), lower education level (school years; AHR:0.86, 95%CI:0.74-0.98), and the occurrence of major adverse cardiac and cerebral events during follow up (AHR:7.24, 95%CI:2.65-19.7). In the postdischarge model, the same risk factors remained.</p> <p>Conclusions</p> <p>Our results suggest that the assessment of psychosocial factors, particularly anxiety and education may help identify patients at an increased risk for long-term mortality after cardiac surgery.</p

    Structure of the germline genome of Tetrahymena thermophila and relationship to the massively rearranged somatic genome

    Get PDF
    The germline genome of the binucleated ciliate Tetrahymena thermophila undergoes programmed chromosome breakage and massive DNA elimination to generate the somatic genome. Here, we present a complete sequence assembly of the germline genome and analyze multiple features of its structure and its relationship to the somatic genome, shedding light on the mechanisms of genome rearrangement as well as the evolutionary history of this remarkable germline/soma differentiation. Our results strengthen the notion that a complex, dynamic, and ongoing interplay between mobile DNA elements and the host genome have shaped Tetrahymena chromosome structure, locally and globally. Non-standard outcomes of rearrangement events, including the generation of short-lived somatic chromosomes and excision of DNA interrupting protein-coding regions, may represent novel forms of developmental gene regulation. We also compare Tetrahymenas germline/soma differentiation to that of other characterized ciliates, illustrating the wide diversity of adaptations that have occurred within this phylum.</p

    Fine Tuning of Globin Gene Expression by DNA Methylation

    Get PDF
    Expression patterns in the globin gene cluster are subject to developmental regulation in vivo. While the γ(A) and γ(G) genes are expressed in fetal liver, both are silenced in adult erythrocytes. In order to decipher the role of DNA methylation in this process, we generated a YAC transgenic mouse system that allowed us to control γ(A) methylation during development. DNA methylation causes a 20-fold repression of γ(A) both in non-erythroid and adult erythroid cells. In erythroid cells this modification works as a dominant mechanism to repress γ gene expression, probably through changes in histone acetylation that prevent the binding of erythroid transcription factors to the promoter. These studies demonstrate that DNA methylation serves as an elegant in vivo fine-tuning device for selecting appropriate genes in the globin locus. In addition, our findings provide a mechanism for understanding the high levels of γ-globin transcription seen in patients with Hereditary Persistence of Fetal Hemoglobin, and help explain why 5azaC and butyrate compounds stimulate γ-globin expression in patients with β-hemoglobinopathies
    corecore