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Improving text classification with Boolean retrieval for rare categories
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...
Advances in Child Development and Behavior
Volume 40 of the Advances in Child Development and Behavior series includes 10 chapters that highlight some of the most recent research in the area.A wide array of topics are discussed in detail, including Perspectives on Attachment and Social Cognition Across Generations; Developmental Perspectives on Vulnerability to Non-Suicidal Self-Injury in Youth; Development of Future Thinking, Planning, and Prospective Memory; and Family Relationships and Children's Stress Responses. Each chapter provides in-depth discussions and this volume serves as an invaluable resource for Developmental or educational psychology researchers, scholars, and students. 10 chapters that highlight some of the most recent research in the area A wide array of topics are discussed in detail
Embodiment and Epigenesis: Theoretical and Methodological Issues in Understanding the Role of Biology within the Relational Developmental System
Volume 44 of Advances in Child Development and Behavior includes chapters that highlight some the most recent research in the area of embodiment and epigenesis. A wide array of topics are discussed in detail, including cytoplasmic inheritance redux, emergence, self organization and developmental science, and the evolution of intelligent developmental systems. Each chapter provides in-depth discussions, and this volume serves as an invaluable resource for developmental or educational psychology researchers, scholars, and students. Chapters that highlight some of the most recent research in the area A wide array of topics are discussed in detail
Advances in Child Development and Behavior
Volume 42 of the Advances in Child Development and Behavior series includes 9 chapters that highlight some of the most recent research in the area. A wide array of topics are discussed in detail, including Loneliness in Childhood, The Legacy of Early Interpersonal Experience, The Relation Between Space and Math, and Producing and Understanding Prosocial Acts in Early Childhood. Each chapter provides in-depth discussions and this volume serves as an invaluable resource for Developmental or educational psychology researchers, scholars, and students. 10 chapters that highlight some of the most recent research in the area A wide array of topics are discussed in detail
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Equity and Justice in Developmental Science: Implications for Young People, Families, and Communities
Equity and Justice in Development Science: Implications for Diverse Young People, Families, and Communities, a two volume set, focuses on the implications of equity and justice (and other relevant concepts) for a myriad of developmental contexts/domains relevant to the lives of young people and families (e.g. education, juvenile justice), also including recommendations for ensuring those contexts serve the needs of all young people and families. Both volumes bring together a growing body of developmental scholarship that addresses how issues relevant to equity and justice (or their opposites) affect development and developmental outcomes, as well as scholarship focused on mitigating the deve...
The Role of Gender in Educational Contexts and Outcomes
Volume 47 of Advances in Child Development and Behavior includes chapters that highlight some the most recent research in the area of gender in educational, contexts and outcomes. A wide array of topics are discussed in detail, including sexism, race and gender issues, sexual orientation, single-sex education, and physical education. Each chapter provides in-depth discussions, and this volume serves as an invaluable resource for developmental or educational psychology researchers, scholars, and students. Chapters that highlight some of the most recent research in the area. A wide array of topics are discussed in detail
Oppenheimer Is Watching Me
When he discovers that his father worked on missiles for a defense contractor, Jeff Porter is inspired to revisit America’s atomic past and our fallen heroes, in particular J. Robert Oppenheimer, the father of the atomic bomb. The result, Oppenheimer Is Watching Me, takes readers back to the cold war, when men in lab coats toyed with the properties of matter and fears of national security troubled our sleep. With an eye for strange symmetries, Porter traces how one panicky moment shaped the lives of a generation.
A Sea of Love
A Sea of Love presents 95 letters exchanged between the famous Berlin born scholar Francis Lieber and his wife Mathilde who in 1839-1845 lived separated by the Atlantic, in Columbia/SC and Hamburg. Their writings reflect general notions and ideas shared by well-educated citizens of an Atlantic Republic of Letters connected by culture, interests, and emotions.
