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The Concept of Experimentation in Novel

مفهوم التجريب في الرواية

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 Publication date 2014
and research's language is العربية
 Created by Shamra Editor




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It seems that the concept of experimentation in terms of conceptual semantics and conventional meanings is essential, inevitable, due to frequent trading and its prevalence among researchers, specialists and non-specialists in addition to what the concept of diversification in procedural techniques and tools on the one hand, and the maturity of intellectual and ideological dimension, on the other hand, this paper provides an illustrative study of the concept of experimentation from significant linguistic and idiomatic, Through its relationship with its associated concepts such as modernity, authenticity and alienation, for confirming that experimentation is not a concept, and that it is as much a reflection of attitudes or philosophical insights into Existentialism and the aesthetic and historical control the overall creative process.

References used
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الخطيب. حسام، القصطة القصيرة في سورية، وزارة الثقافة، دمشق، 1982
الرويلي. ميجان، البازعي. سعد، دليل الناقد الأدبي، المركز الثقافي العربي، الدر البيضاء، ط2 2000
الشمعة. خلدون، النقد والحرية، اتحاد الكتاب العرب، دمشق،1977
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Humans are capable of learning novel concepts from very few examples; in contrast, state-of-the-art machine learning algorithms typically need thousands of examples to do so. In this paper, we propose an algorithm for learning novel concepts by repre senting them as programs over existing concepts. This way the concept learning problem is naturally a program synthesis problem and our algorithm learns from a few examples to synthesize a program representing the novel concept. In addition, we perform a theoretical analysis of our approach for the case where the program defining the novel concept over existing ones is context-free. We show that given a learned grammar-based parser and a novel production rule, we can augment the parser with the production rule in a way that provably generalizes. We evaluate our approach by learning concepts in the semantic parsing domain extended to the few-shot novel concept learning setting, showing that our approach significantly outperforms end-to-end neural semantic parsers.
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