66 research outputs found

    Introducing Creative Multilingualism

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    Creative Multilingualism is a manifesto. It signals that multilingualism is fundamental to the human condition and that we are all in some way multilingual — both in terms of talent and in terms of our daily ‘language lives’. It also points to the key role languages play as a creative force in our thought and emotions, our expression and social interaction, and our activity in the world — languages are a creative force in how we live. This volume presents fruits of collaborative research cond..

    A UMLS-based spell checker for natural language processing in vaccine safety

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    BACKGROUND: The Institute of Medicine has identified patient safety as a key goal for health care in the United States. Detecting vaccine adverse events is an important public health activity that contributes to patient safety. Reports about adverse events following immunization (AEFI) from surveillance systems contain free-text components that can be analyzed using natural language processing. To extract Unified Medical Language System (UMLS) concepts from free text and classify AEFI reports based on concepts they contain, we first needed to clean the text by expanding abbreviations and shortcuts and correcting spelling errors. Our objective in this paper was to create a UMLS-based spelling error correction tool as a first step in the natural language processing (NLP) pipeline for AEFI reports. METHODS: We developed spell checking algorithms using open source tools. We used de-identified AEFI surveillance reports to create free-text data sets for analysis. After expansion of abbreviated clinical terms and shortcuts, we performed spelling correction in four steps: (1) error detection, (2) word list generation, (3) word list disambiguation and (4) error correction. We then measured the performance of the resulting spell checker by comparing it to manual correction. RESULTS: We used 12,056 words to train the spell checker and tested its performance on 8,131 words. During testing, sensitivity, specificity, and positive predictive value (PPV) for the spell checker were 74% (95% CI: 74–75), 100% (95% CI: 100–100), and 47% (95% CI: 46%–48%), respectively. CONCLUSION: We created a prototype spell checker that can be used to process AEFI reports. We used the UMLS Specialist Lexicon as the primary source of dictionary terms and the WordNet lexicon as a secondary source. We used the UMLS as a domain-specific source of dictionary terms to compare potentially misspelled words in the corpus. The prototype sensitivity was comparable to currently available tools, but the specificity was much superior. The slow processing speed may be improved by trimming it down to the most useful component algorithms. Other investigators may find the methods we developed useful for cleaning text using lexicons specific to their area of interest

    Abstracts from the 8th International Conference on cGMP Generators, Effectors and Therapeutic Implications

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    This work was supported by a restricted research grant of Bayer AG

    Conceptualizing the GDR - 20 years after

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    This article explores the role of metaphors in the processes of conceptualizing the GRD on the occasion of the anniversary of its beginning and end. It offers snapshots of how the state gains cognitive shape in a range of texts and media - a series of historical TV documentaries, a work of fiction, a museum, an autobiographical work, a politically oriented collection of essays, and a newspaper article reporting on a public debate. Metaphors are shown to structure the concept of the GDR - as a container defined by its boundaries, as part of an organic entity, or as a narrative. They allow erstwhile GDR citizens to engage with their personal past and they give substance and communicative power to political ideals. In activating the imagination, they make memories meaningful. And for those who never experienced life in the GDR first-hand, metaphors give mental access to life in the 'other' Germany

    10. Creating Languages

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    Languages are so fundamental to our experience of the world from before we are even born that it is difficult for most of us to imagine what life would be like without them — and hard not to take for granted what they enable us to do. None of the scientific and technological inventions that make our modern lives what they are would have happened without language — the inventor will always be working with what has been passed on via linguistic communication, will often collaborate through spee..

    9. Languages at Work

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    We can’t do work without languages — and they come in many forms. We negotiate linguistic diversity every day in our own language. Building on this creatively forms an ideal starting point for developing the ‘transferable’ communication skills needed in any job, using any language. Moreover, it develops sensitivity towards linguistic expression, providing fertile ground for learning other languages and integrating language knowledge actively in one’s skills profile. One secret for developing ..

    The literary science of the 'Kafkaesque'

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    This study provides a precise definition of the term 'Kafkaesque' by enriching literary criticism with scientific theory and practice, including an experiment on readers' responses to Kafka. Dictionary definitions justify taking the term back to its textual origins in Kafka's works, and the works can fruitfully be analysed by investigating how readers engage with them through cognitive processes of imagination. Modern scientific developments posit that vision, imagination, and consciousness should be conceived of not in terms of static pictorialism – reducible to the notion of 'pictures in the head' – but in terms of enaction, i.e. as an ongoing interaction with the external world around us. Most traditional nineteenth-century Realist texts are based on pictorialist assumptions, while Kafka's texts evoke perception non-pictorially and are therefore more cognitively realistic. In his personal writings, Kafka wrestles with problems entailed by pictorialist conceptions of vision, imagination, and the function of language, and comes to enactivist solutions: evocation of perception that does not result in painting static tableaux with words. In his fictional works, Kafka correspondingly evolves a cognitively realistic way of writing to evoke fictional worlds that directly engage the cognitive processes of their readers; Der Proceß is a prime example of the 'Kafkaesque' text and reading experience, defined by being compelling yet simultaneously unsettling. Modulations in narrative perspective and evocation of emotion as enactive also contribute to the experience of the 'Kafkaesque' as compelling; yet Kafka's texts simultaneously unsettle by preventing straightforward emotional identification with the protagonists, and destabilising deep-rooted concepts of selfhood as singular and unified. The theoretical discussion of the 'Kafkaesque' experience as compelling yet unsettling is complemented and refined by an experiment testing readers' responses to a short story by Kafka. The term 'Kafkaesque realism' denotes Kafka's compelling yet unsettling non-pictorial evocation of perception of the fictional world. Kafkaesque realism falls into the broader category of 'cognitive realism', which provides a framework for analysing fictional texts more generally

    Rainer Maria Rilke, Erika Mitterer: Besitzlose Liebe

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    Dataset to accompany the print edition, Frankfurt: Insel Verlag, 201
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