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仂从仄亠仆 仂亟亠亢亳 亳仆仂仄舒亳 仂 亟亠仆亠 亠亠亞仂 从舒, 从仂仂亶 磦仍磳 于亠弍-舒亰舒弍仂亳从仂仄 亳 舒亢亠仂仄 于 Kaspersky Lab. 仆 亰舒亳仆亠亠仂于舒仆 于 舒亰舒弍仂从亠 2D 仍仂从舒仍仆仂亶 亠亠于仂亶 亳亞 亳 仂亠 亰仆舒 仂 C#, 从仍亳亠仆-亠于亠仆 仗亳仍仂亢亠仆亳 亳 Microsoft XNA. 丕从舒亰舒仆 舒从亢亠 亠亞仂 仆舒于从亳 亳 亢亠仍舒仆亳亠 亳亰亳 仆仂于亠 亠仆仂仍仂亞亳亳.
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于仂 亟仂从仄亠仆舒 - 于仗从仆亳从 丕, 仄亠舒仆亳从仂-仄舒亠仄舒亳亠从仂亞仂 舒从仍亠舒 2010 亞仂亟舒, 仂仗仂仄 舒弍仂 于 Google 亳 仗亠亠仂亟仂仄 于 亊仆亟亠从. 仆仂于仆亠 亠仄 于从仍ﾑ舒ﾑ 从仂仄仄亳于仂礀亠舒, 亳亰亠仆亳亠 舒仍亞仂亳仄仂于 仂仗亳仄亳亰舒亳亳 亳 舒于仂仄舒亳亰舒亳 亳亞, 舒从亳 从舒从 2048. 仂仆舒从仆舒 亳仆仂仄舒亳 舒于仂舒 仗亠亟舒于仍亠仆舒 于 从仂仆亠 亟仂从仄亠仆舒.Hse.projects 17.01.2015
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仂从仄亠仆 仂仗亳于舒亠 亠仆仂仍仂亞亳亠从亳亶 亠从 亳 仗仂亠从, 于磶舒仆仆亠 亳亞舒仄亳 亳 亟仂仗仂仍仆亠仆仆仂亶 亠舒仍仆仂, 于从仍ﾑ舒 亳仆仄亠仆 亳 仗仍舒仂仄, 舒从亳亠 从舒从 Unity 3D 亳 Unreal Engine 4.0. 丕仗仂仄亳仆舒ﾑ 磶从亳 仗仂亞舒仄仄亳仂于舒仆亳, 于从仍ﾑ舒 C#, C++ 亳 Python. 丐舒从亢亠 仗亠亟仂舒于仍亠仆 仍从亳 仆舒 仗仂亠从 亳 从仂仆舒从 舒于仂舒, 仍亠亞舒 丼仄舒从仂于舒.Ignat vita artur
Ignat vita arturEkaterina Chernyak
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仂从仄亠仆 仂仗亳于舒亠 仄亠仂亟仂仍仂亞亳 仂仗亠亟亠仍亠仆亳 亞亠仆亠亳亠从仂亶 弍仍亳亰仂亳 仂于亠仄亠仆仆 亳 亟亠于仆亳 仍ﾐ莞黍, 于从仍ﾑ舒 舒亰舒弍仂从 仗仂亞舒仄仄 亟仍 仂亠仆从亳 亞亠仆亠亳亠从亳 亟舒仆仆. 丐舒从亢亠 舒仄舒亳于舒亠 从仍舒亠亳亰舒亳 舒从仂于 从仍亠仂从 亳 仄仂亟亠仍亳仂于舒仆亳亠 亞亠仆仂仄仆仂亞仂 亠从于亠仆亳仂于舒仆亳 舒从亠仆仂仄 仆舒 仂亰亟舒仆亳亠 亳仆仄亠仆仂于 亟仍 舒于仆亠仆亳 舒仍亞仂亳仄仂于 于舒于仆亳于舒仆亳. 从仍ﾑ亠仆 亰舒亟舒亳 仗仂 仂亰亟舒仆亳 于亠弍-亠于亳舒 亳 仂弍舒弍仂从亠 于仂亟仆 舒亶仍仂于 亟仍 仄仂亟亠仍亳仂于舒仆亳.Ivan p
Ivan pEkaterina Chernyak
油
仂从仄亠仆 仂仗亳于舒亠 仗仂亠 舒弍仂 仄亠仆仂舒仄亳 亳 亳仗仂仍亰仂于舒仆亳亠 亳亠仄 youtrack 亳 git 于 舒亰舒弍仂从亠 仗仂亠从仂于. 亠仆仂舒仄亳 仂仗亠亟亠仍ﾑ 仆舒仗舒于仍亠仆亳 舒亰于亳亳 亳 从亳亠亳亳 仂亠仆从亳, 于 仂 于亠仄 从舒从 youtrack 亳仗仂仍亰亠 亟仍 仂仍亠亢亳于舒仆亳 亰舒亟舒 亳 仂弍亠仆亳. 弌亳亠仄舒 git 仗仂亰于仂仍磳 仗舒于仍 于亠亳礆亳 从仂亟舒 亳 于亰舒亳仄仂亟亠亶于仂于舒 亟舒仍亠仆仆仄亳 亠仗仂亰亳仂亳礆亳 仆舒 github.More Related Content
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仂从仄亠仆 仗亠亟舒于仍磳 仂弍仂亶 仗亠亰亠仆舒亳 亟亠仆舒 3-亞仂 从舒 仗仂亞舒仄仄仆仂亶 亳仆亢亠仆亠亳亳 仂 舒亰舒弍仂从亠 仄仂弍亳仍仆仂亞仂 仗亳仍仂亢亠仆亳 亟仍 舒仆舒仍亳亰舒 仗亠亠于舒亠仆仆 亠亠于 仗舒从亠仂于. 舒仄从舒 于仂亠亶 舒弍仂 仂仆 舒仄舒亳于舒亠 亰仆舒亳仄仂 弍亠亰仂仗舒仆仂亳 亳仆仂仄舒亳仂仆仆 亳亠仄 亳 舒从舒仍仆仂 仄仂弍亳仍仆 亠仆仂仍仂亞亳亶 亟仍 舒亟亳舒 弍亠亰仂仗舒仆仂亳. 亠亰亠仆舒亳 舒从亢亠 于从仍ﾑ舒亠 亳仆仂仄舒亳 仂 仆亠仂弍仂亟亳仄 亳仆仄亠仆舒 亳 仄亠仂亟舒 舒仆舒仍亳亰舒 亟舒仆仆.Koptsov.web.introduction
Koptsov.web.introductionEkaterina Chernyak
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仂从仄亠仆 仂仗亳于舒亠 于亠弍-舒亰舒弍仂从 仆舒 从仍亳亠仆从亳 亠仆仂仍仂亞亳, 仗仂亟亠从亳于舒 仆亳亰从亳亶 仗仂仂亞 于仂亟舒 亳 亟仂仗仆仂 亟仍 仂亰亟舒仆亳 于亠弍-仗亳仍仂亢亠仆亳亶. 仆仂于仆亠 亠仄 于从仍ﾑ舒ﾑ 亳仗仂仍亰仂于舒仆亳亠 HTML, CSS 亳 JavaScript 亟仍 舒亰舒弍仂从亳 亟亳仆舒仄亳亠从亳 亳仆亠亠亶仂于 亳 亠亠于 仗亳仍仂亢亠仆亳亶. 丐舒从亢亠 从舒亰舒仆 从仍ﾑ亠于亠 仆舒于从亳, 从仂仂亠 弍亟 舒亰于亳 于 仗仂亠亠 仂弍亠仆亳 从仍亳亠仆从亳仄 亠仆仂仍仂亞亳礆.Intro to NLP (RU)
Intro to NLP (RU)Ekaterina Chernyak
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仂从仄亠仆 仂弍亢亟舒亠 舒于仂仄舒亳亠从 仂弍舒弍仂从 亠从仂于, 于从仍ﾑ舒 仂从亠仆亳亰舒亳, 仄仂仂仍仂亞亳亠从亳亶 舒仆舒仍亳亰, 亳亰于仍亠亠仆亳亠 从仍ﾑ亠于 仍仂于, 亳仆舒从亳亠从亳亶 舒仆舒仍亳亰 亳 仗亳仄亠仆亠仆亳亠 亞仍弍仂从仂亞仂 仂弍亠仆亳 于 仂弍舒弍仂从亠 亠亠于亠仆仆仂亞仂 磶从舒. 仆 舒从亢亠 仂于舒于舒亠 亳仂亳亠从仂亠 舒亰于亳亳亠 亠仆仂仍仂亞亳亶, 仂仆仂于仆亠 亰舒亟舒亳 亳 亠仆亳从亳 舒于仂仄舒亳亠从仂亶 仂弍舒弍仂从亳 亠从仂于, 舒 舒从亢亠 仗仂弍仍亠仄, 于磶舒仆仆亠 仆亠仂亟仆仂亰仆舒仆仂 亳 亳亰于仍亠亠仆亳亠仄 从仍ﾑ亠于 仍仂于. 仂从仄亠仆 仗亠亟仆舒亰仆舒亠仆 亟仍 仂亰仆舒从仂仄仍亠仆亳 仂仆仂于仆仄亳 从仂仆亠仗亳礆亳 亳 仄亠仂亟舒仄亳 于 仂亶 仂弍仍舒亳.L1
L1Ekaterina Chernyak
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This document provides an introduction to natural language processing (NLP). It discusses the brief history of NLP, major NLP tasks such as machine translation and text classification, common NLP techniques like part-of-speech tagging and parsing, main problems in NLP including ambiguity, and an overview of the topics to be covered in the course such as tokenization, parsing, and topic modeling. The course aims to use Python and R to complete various NLP tasks.Intro to NLP. Lecture 2
Intro to NLP. Lecture 2Ekaterina Chernyak
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This document is a lecture on tokenization and word counts in natural language processing. It discusses concepts like types and tokens, Zipf's law and Heap's law which relate the number of word types to the number of tokens in a text. The document also covers challenges in tokenization like sentence segmentation and provides examples of rule-based and machine learning approaches to tokenization. It introduces word normalization techniques like lemmatization and stemming and provides exercises for students to practice word counting, lemmatization, stemming and removing stop words from texts.L3 v2
L3 v2Ekaterina Chernyak
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This document is the slides for a lecture on part-of-speech tagging, keyword and phrase extraction, and text similarity for natural language processing. It introduces part-of-speech tagging and different taggers such as rule-based and ngram-based approaches. It also discusses methods for keyword and phrase extraction including supervised classifiers and unsupervised techniques like TF-IDF. Finally, it covers measuring text similarity using vector space models and cosine similarity.亠亟舒从仂 仗舒舒仍仍亠仍仆 舒亰仄亠仂从
亠亟舒从仂 仗舒舒仍仍亠仍仆 舒亰仄亠仂从Ekaterina Chernyak
油
仂从仄亠仆 仂仗亳于舒亠 仂亰亟舒仆亳亠 仍亳仆亞于亳亳亠从亳 亠仂于 亟仍 从仂亞仂 磶从舒 亳仗仂仍亰仂于舒仆亳亠仄 仆仂亶 舒亰仄亠从亳 亳 从舒亟仂亳仆亞舒. 仆仂于仆仂亠 于仆亳仄舒仆亳亠 亟亠仍磳 亳仆仄亠仆舒仄 舒于仂仄舒亳亠从仂亶 仗亠亟仗仂亟亞仂仂于从亳 亳 亰舒亟舒舒仄 仗仂 于舒于仆亳于舒仆亳 亟舒仆仆, 于弍仂 '仗舒于亳仍仆仂亞仂 于舒亳舒仆舒' 舒亰仄亠从亳 亳 舒仆舒仍亳亰 于舒仍亳亟仆仂亳 仗仂亠从舒. 丕仗仂仄亳仆舒ﾑ 亟于亠 亠仄 舒亰仄亠从亳 亳 于舒亢仆仂 于从仍舒亟舒 仍亳仆亞于亳仂于 于 舒亰于亳亳亠 仆舒仆 亳仍亠亟仂于舒仆亳亶 亳 仄舒亳仆仆仂亞仂 仂弍亠仆亳.Hse project introduction_22012015
Hse project introduction_22012015Ekaterina Chernyak
油
仂从仄亠仆 仂仗亳于舒亠 仆亠从仂仍从仂 仗仂亠从仆 亰舒亟舒, 于磶舒仆仆 舒亰舒弍仂从仂亶 仗仂亞舒仄仄 亟仍 亳仆舒从亳亠从仂亞仂 舒仆舒仍亳亰舒 亠从舒, 舒亳亳亠从仂亞仂 舒仆舒仍亳亰舒 亳仆舒仆仂于 舒从亳于仂于 亳 亳仆亠仗仂仍亳亳 从亳于. 仆仂于仆亠 亠仆仂仍仂亞亳亳 于从仍ﾑ舒ﾑ C++ 亳 Python, 舒 舒从亢亠 舒弍仂 亠仍亳仂仆仆仄亳 弍舒亰舒仄亳 亟舒仆仆. 丼亳舒亠仍亳 仄仂亞 亳亰亳 亠仂亳 仆亠亠从仂亶 仍仂亞亳从亳, 亳仆舒仆仂于 仄舒亠仄舒亳从, 仆亠亶仂仆仆亠 亠亳 亳 舒仍亞仂亳仄 亳仆亠仗仂仍亳亳.亰舒亠仄 仆亢亠仆 亳亳 从仂仗
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油
仂从仄亠仆 仂弍亢亟舒亠 于舒亢仆仂 Sketch Engine 亟仍 仍亠从亳从仂亞舒仂于, 于从仍ﾑ舒 亠亞仂 仆从亳亳 舒亰亟亠仍亠仆亳 亰仆舒亠仆亳亶 亳 仗亠亟仂舒于仍亠仆亳 磶从仂于 仗亳仄亠仂于. 丐舒从亢亠 舒仄舒亳于舒ﾑ 亟仂仂亳仆于舒 亳 仆亠亟仂舒从亳 于亠弍-弍舒亰亳仂于舒仆仆 从仂仗仂于, 舒从亳亠 从舒从 亟仂仗仆仂 亳 仂仆仂 舒亳亳从亳, 舒 舒从亢亠 仗仂弍仍亠仄 '亞磶仆仄亳' 亟舒仆仆仄亳. 丕仗仂仄亳仆舒亠 仆亠仂弍仂亟亳仄仂 于 亳从亠 从仂仗舒 亟仍 仍亠仆亳 亠亞仂 从舒亠于舒 亳 于仂亰仄仂亢仆仂亳 亳仗仂仍亰仂于舒仆亳 于 亠弍仆 仄舒亠亳舒仍舒.Yacovlev
YacovlevEkaterina Chernyak
油
仂从仄亠仆 仂亟亠亢亳 仂弍亰仂 仗仂亠从仆 舒弍仂 亳从仂舒 亊从仂于仍亠于舒 亳亰 亟亠仗舒舒仄亠仆舒 舒仆舒仍亳亰舒 亟舒仆仆 亳 亳从于亠仆仆仂亞仂 亳仆亠仍仍亠从舒 丕 丿亅. 仆仂于仆亠 仗仂亠从 于从仍ﾑ舒ﾑ 舒亰舒弍仂从 亳亞 亳仗仂仍亰仂于舒仆亳亠仄 Pygame 亳 SDL, 仂亰亟舒仆亳亠 亳仆仄亠仆仂于 亟仍 亠亳仂于舒仆亳 亠亞仍仆 于舒亢亠仆亳亶 仆舒 Qt, 舒 舒从亢亠 亠舒仍亳亰舒亳 亠亠于 仍亢弍 仆舒 Python 仗仂亟亟亠亢从仂亶 WebDAV. 丐舒从亢亠 仗仂仄亳仆舒ﾑ 亠仆仂仍仂亞亳亳 亳仆仂仆亳亰舒亳亳 从仂仆舒从仂于 亳 仂弍亳亶, 舒 舒从亢亠 仗亳仄亠 舒弍仂 舒亶仍舒仄亳 亳 亳亠仄舒仄亳 仗舒于仍亠仆亳 于亠亳礆亳.Suhoroslov
SuhoroslovEkaterina Chernyak
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仂从仄亠仆 仗亠亟舒于仍磳 仂弍仂亶 仗仂亞舒仄仄 仗仂亠从仆仂亞仂 亠仄亳仆舒舒, 仗仂于亠仆仆仂亞仂 舒亰舒弍仂从亠 仗亳仍仂亢亠仆亳亶 仆舒 Python, 于从仍ﾑ舒 仂亰亟舒仆亳亠 弍亳弍仍亳仂亠从 亳 从仂仆仂仍仆 仗亳仍仂亢亠仆亳亶, 舒 舒从亢亠 亳仗仂仍亰仂于舒仆亳亠 仄亠仂亟仂于 仂仗亳仄亳亰舒亳亳 亳 亠亠于仂亞仂 于亰舒亳仄仂亟亠亶于亳. 丕从舒亰舒仆 亠弍仂于舒仆亳 从 舒仆亳从舒仄, 舒从亳亠 从舒从 亰仆舒仆亳亠 Python 亳 仂仗 舒弍仂 Linux. 丐舒从亢亠 仂仗亳舒仆 亠仆仂仍仂亞亳亳, 从仂仂亠 弍亟 亳仗仂仍亰仂于舒, 于从仍ﾑ舒 git 亳 舒亰仍亳仆亠 弍亳弍仍亳仂亠从亳 亟仍 舒弍仂 HTTP.Koptsov
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仂从仄亠仆 仗仂于亠仆 从仍亳亠仆从仂亶 舒亰舒弍仂从亠 于亠弍-仗亳仍仂亢亠仆亳亶, 仗仂亟亠从亳于舒 亟仂仗仆仂 亳 仆亳亰从亳亶 仗仂仂亞 于仂亟舒 亟仍 舒亰舒弍仂亳从仂于. 仆仂于仆仂亠 于仆亳仄舒仆亳亠 亟亠仍磳 亠仆仂仍仂亞亳礆 HTML, CSS 亳 JavaScript, 舒 舒从亢亠 亳仍亳舒仄 亟仍 仂亰亟舒仆亳 亟亳仆舒仄亳亠从亳 于亠弍-亳仆亠亠亶仂于 亳 从仍亳亠仆从亳 仗亳仍仂亢亠仆亳亶. 亰舒于亠亠仆亳亠 仂仂弍舒亠 仂 仗仂仍舒亠仄 仆舒于从舒 亳 仄舒亠亳舒仍舒, 亳仗仂仍亰仂于舒仆仆 于 仗亠亰亠仆舒亳亳.Gusakov
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于仂 亟仂从仄亠仆舒 - 于仗从仆亳从 丕, 仄亠舒仆亳从仂-仄舒亠仄舒亳亠从仂亞仂 舒从仍亠舒 2010 亞仂亟舒, 仂仗仂仄 舒弍仂 于 Google 亳 仗亠亠仂亟仂仄 于 亊仆亟亠从. 仆仂于仆亠 亠仄 于从仍ﾑ舒ﾑ 从仂仄仄亳于仂礀亠舒, 亳亰亠仆亳亠 舒仍亞仂亳仄仂于 仂仗亳仄亳亰舒亳亳 亳 舒于仂仄舒亳亰舒亳 亳亞, 舒从亳 从舒从 2048. 仂仆舒从仆舒 亳仆仂仄舒亳 舒于仂舒 仗亠亟舒于仍亠仆舒 于 从仂仆亠 亟仂从仄亠仆舒.Hse.projects 17.01.2015
Hse.projects 17.01.2015Ekaterina Chernyak
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仂从仄亠仆 仂仗亳于舒亠 亠仆仂仍仂亞亳亠从亳亶 亠从 亳 仗仂亠从, 于磶舒仆仆亠 亳亞舒仄亳 亳 亟仂仗仂仍仆亠仆仆仂亶 亠舒仍仆仂, 于从仍ﾑ舒 亳仆仄亠仆 亳 仗仍舒仂仄, 舒从亳亠 从舒从 Unity 3D 亳 Unreal Engine 4.0. 丕仗仂仄亳仆舒ﾑ 磶从亳 仗仂亞舒仄仄亳仂于舒仆亳, 于从仍ﾑ舒 C#, C++ 亳 Python. 丐舒从亢亠 仗亠亟仂舒于仍亠仆 仍从亳 仆舒 仗仂亠从 亳 从仂仆舒从 舒于仂舒, 仍亠亞舒 丼仄舒从仂于舒.Ignat vita artur
Ignat vita arturEkaterina Chernyak
油
仂从仄亠仆 仂仗亳于舒亠 仄亠仂亟仂仍仂亞亳 仂仗亠亟亠仍亠仆亳 亞亠仆亠亳亠从仂亶 弍仍亳亰仂亳 仂于亠仄亠仆仆 亳 亟亠于仆亳 仍ﾐ莞黍, 于从仍ﾑ舒 舒亰舒弍仂从 仗仂亞舒仄仄 亟仍 仂亠仆从亳 亞亠仆亠亳亠从亳 亟舒仆仆. 丐舒从亢亠 舒仄舒亳于舒亠 从仍舒亠亳亰舒亳 舒从仂于 从仍亠仂从 亳 仄仂亟亠仍亳仂于舒仆亳亠 亞亠仆仂仄仆仂亞仂 亠从于亠仆亳仂于舒仆亳 舒从亠仆仂仄 仆舒 仂亰亟舒仆亳亠 亳仆仄亠仆仂于 亟仍 舒于仆亠仆亳 舒仍亞仂亳仄仂于 于舒于仆亳于舒仆亳. 从仍ﾑ亠仆 亰舒亟舒亳 仗仂 仂亰亟舒仆亳 于亠弍-亠于亳舒 亳 仂弍舒弍仂从亠 于仂亟仆 舒亶仍仂于 亟仍 仄仂亟亠仍亳仂于舒仆亳.Ivan p
Ivan pEkaterina Chernyak
油
仂从仄亠仆 仂仗亳于舒亠 仗仂亠 舒弍仂 仄亠仆仂舒仄亳 亳 亳仗仂仍亰仂于舒仆亳亠 亳亠仄 youtrack 亳 git 于 舒亰舒弍仂从亠 仗仂亠从仂于. 亠仆仂舒仄亳 仂仗亠亟亠仍ﾑ 仆舒仗舒于仍亠仆亳 舒亰于亳亳 亳 从亳亠亳亳 仂亠仆从亳, 于 仂 于亠仄 从舒从 youtrack 亳仗仂仍亰亠 亟仍 仂仍亠亢亳于舒仆亳 亰舒亟舒 亳 仂弍亠仆亳. 弌亳亠仄舒 git 仗仂亰于仂仍磳 仗舒于仍 于亠亳礆亳 从仂亟舒 亳 于亰舒亳仄仂亟亠亶于仂于舒 亟舒仍亠仆仆仄亳 亠仗仂亰亳仂亳礆亳 仆舒 github.Desktop game agar.io
- 2. 弍仂 仄仆亠 弌亟亠仆 亠亠亞仂 从舒 亠弍-舒亰舒弍仂亳从 弌舒亢亠 于 Kaspersky Lab
- 3. 丼仂 弍亟亠仄 亟亠仍舒
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- 6. 亠仍舒亠仍仆仂 仗仂仆亳仄舒 亢亠仍舒仆亳亠 舒亰仂弍舒 于 仆仂于 亟仍 亠弍 亠仆仂仍仂亞亳
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- 8. 仂仗仂?