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Improving text classification with Boolean retrieval for rare categories
  • Language: en
  • Pages: 18

Improving text classification with Boolean retrieval for rare categories

  • Type: Book
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  • Published: 2023-04-10
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  • Publisher: RTI Press

Advancements in machine learning and natural language processing have made text classification increasingly attractive for information retrieval. However, developing text classifiers is challenging when no prior labeled data are available for a rare category of interest. Finding instances of the rare class using a uniform random sample can be inefficient and costly due to the rare category’s low base rate. This work presents an approach that combines the strengths of text classification and Boolean retrieval to help learn rare concepts of interest. As a motivating example, we use the task of finding conversations that reference firearm injury or violence in the Crisis Text Line database. I...

Addiction to Exercise
  • Language: en

Addiction to Exercise

This book evaluates the psychological concept of exercise addiction from a scholastically multidisciplinary perspective. The most recent developments in the area of investigation are evaluated with reference to theory and critical analysis of extant research. The book summarises the current knowledge about the psycho-physiological nature of exercise addiction. Further, it presents the conceptual hegemony in addressing the problem of exercise addiction within the scientific community. The characteristic and most prevalent symptoms of the disorder are discussed alongside the modes of risk-assessment. Subsequently, the underlying motives and several theoretical models of exercise addiction are reviewed. Finally, the research on exercise addiction is evaluated and directions for future research are suggested. Difference is made between primary exercise addiction in which the exercise behaviour is the problem and secondary exercise addiction in which exercise is used as a means in achieving another objective, like weight loss. This book concludes with two brief sections summarising plainly what we know today and what we still need to know about exercise addiction.

I Love You More Than Pizza
  • Language: en
  • Pages: 24

I Love You More Than Pizza

Jump inside a child's creative imagination as he explores the magnitude of his mother's love, in this fun & silly story between mother and son.

Removing the Kimono
  • Language: en
  • Pages: 84

Removing the Kimono

  • Type: Book
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  • Published: 2014
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  • Publisher: Unknown

Every poem in Anne M. Carson's collection is appealing on account of the distinctive cast of mind revealed in a precise language that registers the author's alertness to all senses. Three groups of poems establish a pattern of mortality and rebirth, of natural forces and human emotions. The central heart of the book is an extended mediation on the loss of Anne's husband - poems both deeply personal and universal. They are held by two other sections which explore her relationship with and place within the natural world, particularly drawing on the theme of regeneration after disaster.

Whirligig
  • Language: en
  • Pages: 111

Whirligig

When sixteen-year-old Brent Bishop inadvertently causes the death of a young woman, he is sent on an unusual journey of repentance, building wind toys across the land. In his most ambitious novel to date, Newbery winner Paul Fleischman traces Brent's healing pilgrimage from Washington State to California, Florida, and Maine, and describes the many lives set into new motion by the ingenious creations Brent leaves behind. Paul Fleischman is the master of multivoiced books for younger readers. In Whirligig he has created a novel about hidden connections that is itself a wonder of spinning hearts and grand surprises.

Television's Outlander
  • Language: en
  • Pages: 300

Television's Outlander

  • Type: Book
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  • Published: 2021-05-11
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  • Publisher: McFarland

Over its five seasons on the air, the televised series Outlander has combined romance, adventure, history, and time travel into a classic saga of love, war, and the ties that bind family together. After surviving the 1746 uprising of the Scottish Highlanders, the intrigue-ridden Paris of Charles Stuart, and a sea voyage across the Caribbean, Claire and Jamie Fraser finally settle in the mountains of North Carolina. There, they build a community of immigrant farmers who continue to struggle for justice, democracy, and independence from British colonialism. This companion volume offers detailed information on more than 125 topics including characters, themes, places, events, actors, herbalism, and historical chronology. For fans and scholars alike, it separates fact from fiction and aids in understanding the effects of the 1746 Jacobite uprising on the formation of the United States.

Two Years Before the Mast
  • Language: en
  • Pages: 366

Two Years Before the Mast

  • Type: Book
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  • Published: 1895
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  • Publisher: Unknown

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Dante’s Inferno
  • Language: en
  • Pages: 293

Dante’s Inferno

This book provides a recipe for healthy moral and personal transformation. Belliotti takes seriously Dante’s deepest yearnings: to guide human well-being; to elevate social and political communities; to remedy the poisons spewed by the seven capital vices; and to celebrate the connections between human self-interest, virtuous living, and spiritual salvation. By closely examining and analyzing five of Dante’s more vivid characters in hell—Piero della Vigna, Brunetto Latini, Farinata degli Uberti, Cavalcante de’ Cavalcanti, and Guido da Montefeltro—and extracting the moral lessons Dante intends them to convey, and by conceptually analyzing envy, arrogance, pride, and human flourishing, the author challenges readers to interrogate and refine their modes of living.

Carnival and the Carnivalesque
  • Language: en
  • Pages: 286

Carnival and the Carnivalesque

  • Type: Book
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  • Published: 1999
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  • Publisher: BRILL

From the Fool to the Wildman, from the irate Reformer to the festive Masqueraders, this collection of articles offers a variety of topics, approaches, and agendas in the study of early modern European theatre. With samplings from Scandinavia, Germany, England, France, the Iberian peninsula, and even the New World, this collection also spans time, from the late fifteenth century to the present. In the process, Carnival and the carnivalesque are examined from archival, Bakhtinian, cultural, and even political points of view. The articles in this collection reveal the variety and inherent vitality of scholarship in early modern theatre. The thirteen essays have been selected from presentations made at the Eighth Triennial Congress of the Société Internationale pour l'Etude du Théâtre Médiéval held in Toronto (1995), under the auspices of the Records of Early English Drama project and Victoria University in the University of Toronto.

In Defense of Looting
  • Language: en
  • Pages: 288

In Defense of Looting

  • Type: Book
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  • Published: 2020-08-25
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  • Publisher: Hachette UK

A fresh argument for rioting and looting as our most powerful tools for dismantling white supremacy. Looting -- a crowd of people publicly, openly, and directly seizing goods -- is one of the more extreme actions that can take place in the midst of social unrest. Even self-identified radicals distance themselves from looters, fearing that violent tactics reflect badly on the broader movement. But Vicky Osterweil argues that stealing goods and destroying property are direct, pragmatic strategies of wealth redistribution and improving life for the working class -- not to mention the brazen messages these methods send to the police and the state. All our beliefs about the innate righteousness o...