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Offers the first overarching history of the humanities from Antiquity to the present.
For the past forty years, linguistics has been dominated by the idea that language is categorical and linguistic competence discrete. It has become increasingly clear, however, that many levels of representation, from phonemes to sentence structure, show probabilistic properties, as does the language faculty. Probabilistic linguistics conceptualizes categories as distributions and views knowledge of language not as a minimal set of categorical constraints but as a set of gradient rules that may be characterized by a statistical distribution. Whereas categorical approaches focus on the endpoints of distributions of linguistic phenomena, probabilistic approaches focus on the gradient middle ground. Probabilistic linguistics integrates all the progress made by linguistics thus far with a probabilistic perspective. This book presents a comprehensive introduction to probabilistic approaches to linguistic inquiry. It covers the application of probabilistic techniques to phonology, morphology, semantics, syntax, language acquisition, psycholinguistics, historical linguistics, and sociolinguistics. It also includes a tutorial on elementary probability theory and probabilistic grammars.
"Though fields such as art history, the history of philosophy, and intellectual history have been around for a long time, the author's interest is in the history of what scholars in all of these fields are doing in common. This book looks beyond the humanities to the practice of disciplined inquiry more generally, bringing together the history of the humanities and the sciences under the guise of a unified search for patterns"--
This volume illuminates how philology and its focus on the critical examination of classical texts began an accelerated process of specialization in Dutch scholarship of the 1800s.
Leads scholars and anyone who cares about the humanities into more effectively analyzing the fate of the humanities and digging into the very idea of the humanities as a way to find meaning and coherence in the world. The humanities, considered by many as irrelevant for modern careers and hopelessly devoid of funding, seem to be in a perpetual state of crisis, at the mercy of modernizing and technological forces that are driving universities towards academic pursuits that pull in grant money and direct students to lucrative careers. But as Paul Reitter and Chad Wellmon show, this crisis isn’t new—in fact, it’s as old as the humanities themselves. Today’s humanities scholars experienc...
Connecting to issues in the humanities today, this book shows how the Italian Renaissance influenced and changed Early Modern Europe.
This book explores how physicists, astronomers, chemists, and historians in the late nineteenth and early twentieth centuries employed ‘epistemic virtues’ such as accuracy, objectivity, and intellectual courage. In doing so, it takes the first step in providing an integrated history of the sciences and humanities. It assists in addressing such questions as: What kind of perspective would enable us to compare organic chemists in their labs with paleographers in the Vatican Archives, or anthropologists on a field trip with mathematicians poring over their formulas? While the concept of epistemic virtues has previously been discussed, primarily in the contexts of the history and philosophy ...
Corpus-based methods will be found at the heart of many language and speech processing systems. This book provides an in-depth introduction to these technologies through chapters describing basic statistical modeling techniques for language and speech, the use of Hidden Markov Models in continuous speech recognition, the development of dialogue systems, part-of-speech tagging and partial parsing, data-oriented parsing and n-gram language modeling. The book attempts to give both a clear overview of the main technologies used in language and speech processing, along with sufficient mathematics to understand the underlying principles. There is also an extensive bibliography to enable topics of ...
Memory-based language processing - a machine learning and problem solving method for language technology - is based on the idea that the direct reuse of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory and practice of memory-based language processing, showing its comparative strengths over alternative methods of language modelling. Language is complex, with few generalizations, many sub-regularities and exceptions, and the advantage of memory-based language processing is that it does not abstract away from this valuable low-frequency information. By applying the model to a range of benchmark problems, the authors show that for linguistic areas ranging from phonology to semantics, it produces excellent results. They also describe TiMBL, a software package for memory-based language processing. The first comprehensive overview of the approach, this book will be invaluable for computational linguists, psycholinguists and language engineers.
The volume presents a selection of research projects in Digital Humanities applied to the “Biblical Studies” in the widest sense and context, including Early Jewish and Christian studies, hence the title “Ancient Worlds”. Taken as a whole, the volume explores the emergent Digital Culture at the beginning of the 21st century. It also offers many examples which attest to a change of paradigm in the textual scholarship of “Ancient Worlds”: categories are reshaped; textuality is (re-) investigated according to its relationships with orality and visualization; methods, approaches and practices are no longer a fixed conglomeration but are mobilized according to their contexts and newly available digital tools.