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Recent Advances in Natural Language Processing III
This volume brings together revised versions of a selection of papers presented at the 2003 International Conference on "Recent Advances in Natural Language Processing". A wide range of topics is covered in the volume: semantics, dialog, summarization, anaphora resolution, shallow parsing, morphology, part-of-speech tagging, named entity, question answering, word sense disambiguation, information extraction. Various 'state-of-the-art' techniques are explored: finite state processing, machine learning (support vector machines, maximum entropy, decision trees, memory-based learning, inductive logic programming, transformation-based learning, perceptions), latent semantic analysis, constraint programming. The papers address different languages (Arabic, English, German, Slavic languages) and use different linguistic frameworks (HPSG, LFG, constraint-based DCG). This book will be of interest to those who work in computational linguistics, corpus linguistics, human language technology, translation studies, cognitive science, psycholinguistics, artificial intelligence, and informatics.
Resurgent Antisemitism
Dating back millennia, antisemitism has been called "the longest hatred." Thought to be vanquished after the horrors of the Holocaust, in recent decades it has once again become a disturbing presence in many parts of the world. Resurgent Antisemitism presents original research that elucidates the social, intellectual, and ideological roots of the "new" antisemitism and the place it has come to occupy in the public sphere. By exploring the sources, goals, and consequences of today's antisemitism and its relationship to the past, the book contributes to an understanding of this phenomenon that may help diminish its appeal and mitigate its more harmful effects.
The Oxford Handbook of Ellipsis
This Handbook is the first volume to provide a comprehensive, in-depth, and balanced discussion of ellipsis phenomena, whereby the meaning of an utterance is richer than would be expected based solely on its linguistic form. Natural language abounds in these apparently incomplete expressions, such as I laughed but Ed didn't, in which the final portion of the sentence, the verb 'laugh', remains unpronounced but is still understood. The range of phenomena involved raise general and fundamental questions about the workings of grammar, but also constitute a treasure trove of fine-grained points of inter- and intralinguistic variation. The volume is divided into four parts. In the first, authors ...
Understanding the Artificial Intelligence Revolution
After many years during which it languished in relative obscurity, in remote classrooms of computer science departments and in small prototype projects for tech companies, artificial intelligence (AI) is now a searingly hot topic across the media. Yet much of the public discussion is so feverish that an understanding of the basic scientific and engineering elements of the field is easily lost, often resulting in exaggerated claims, as well as dangerously neglected threats. This concise and sober book presents a brief history of AI, explaining in clear language the central engineering innovations that have produced the current revolution. It distinguishes between imagined dangers and the very...
Meeting Handbook
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Deep Learning and Linguistic Representation
The application of deep learning methods to problems in natural language processing has generated significant progress across a wide range of natural language processing tasks. For some of these applications, deep learning models now approach or surpass human performance. While the success of this approach has transformed the engineering methods of machine learning in artificial intelligence, the significance of these achievements for the modelling of human learning and representation remains unclear. Deep Learning and Linguistic Representation looks at the application of a variety of deep learning systems to several cognitively interesting NLP tasks. It also considers the extent to which th...
Protosoziologie
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