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Computational Linguistics with Optimal Deep Belief Network Based Irony Detection in Social Media
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作者 Manar Ahmed Hamza Hala J.Alshahrani +5 位作者 Abdulkhaleq Q.A.Hassan Abdulbaset Gaddah Nasser Allheeib Suleiman Ali Alsaif Badriyya B.Al-onazi Heba Mohsen 《Computers, Materials & Continua》 SCIE EI 2023年第5期4137-4154,共18页
Computational linguistics refers to an interdisciplinary field associated with the computational modelling of natural language and studying appropriate computational methods for linguistic questions.The number of soci... Computational linguistics refers to an interdisciplinary field associated with the computational modelling of natural language and studying appropriate computational methods for linguistic questions.The number of social media users has been increasing over the last few years,which have allured researchers’interest in scrutinizing the new kind of creative language utilized on the Internet to explore communication and human opinions in a betterway.Irony and sarcasm detection is a complex task inNatural Language Processing(NLP).Irony detection has inferences in advertising,sentiment analysis(SA),and opinion mining.For the last few years,irony-aware SA has gained significant computational treatment owing to the prevalence of irony in web content.Therefore,this study develops Computational Linguistics with Optimal Deep Belief Network based Irony Detection and Classification(CLODBN-IRC)model on social media.The presented CLODBN-IRC model mainly focuses on the identification and classification of irony that exists in social media.To attain this,the presented CLODBN-IRC model performs different stages of pre-processing and TF-IDF feature extraction.For irony detection and classification,the DBN model is exploited in this work.At last,the hyperparameters of the DBN model are optimally modified by improved artificial bee colony optimization(IABC)algorithm.The experimental validation of the presentedCLODBN-IRCmethod can be tested by making use of benchmark dataset.The simulation outcomes highlight the superior outcomes of the presented CLODBN-IRC model over other approaches. 展开更多
关键词 Computational linguistics natural language processing deep learning irony detection social media
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A Study of Irony in Stephen Crane's The Red Badge of Courage
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作者 鲍姗姗 《海外英语》 2018年第2期165-167,共3页
Stephen Crane is a famous naturalist writer in the nineteenth Century.He creates a new method of literary writing in America.His famous novel The Red Badge of Courage is an episode of the American civil war.The novel... Stephen Crane is a famous naturalist writer in the nineteenth Century.He creates a new method of literary writing in America.His famous novel The Red Badge of Courage is an episode of the American civil war.The novel’s rhetoric device"irony"is worthy of contemporary scholars to carry out in-depth research.Crane adopts irony in his works to enhance the performance of language tension and the profound theme of the novel.The artistic features of irony appear in the novel frequently,such as verbal irony,scene irony and structural irony,which constructs the basic framework and structure of this novel and makes it more humorous,more ironic and more meaningful. 展开更多
关键词 Stephen Crane The Red Badge of Courage verbal irony scene irony structural irony
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论英语Irony的分类与作用 被引量:5
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作者 李玉英 《江西科技师范学院学报》 2004年第4期114-116,共3页
反语是辞面和辞里的背反,语言意义和思想内容的悖逆。反语可分为词语反语、情景反语和戏剧性反语三大类,它的作用在于讽刺挖苦、幽默俏皮,有时也可表亲昵之情。
关键词 英语 irony 分类 词语反语 情景反语 戏剧性反语 幽默
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An Hour's Freedom, Timeless Feminism: On Irony and Imagery in Kate Chopin's The Story of an Hour 被引量:2
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作者 侯银华 《海外英语》 2011年第3X期174-175,共2页
By the brief introduction of Kate Chopin and her achievement, this paper elaborates the awakening of consciousness of the feminism of the protagonist in Kate Chopin's The Story of an Hour. In the short story, the ... By the brief introduction of Kate Chopin and her achievement, this paper elaborates the awakening of consciousness of the feminism of the protagonist in Kate Chopin's The Story of an Hour. In the short story, the author uses many literary elements to describe the characters, especially the irony and imagery. This thesis uses those rhetorical devices to vividly describe the characters and to criticize the inequality between men and women in the late 19th century.[1] 展开更多
关键词 FEMINISM irony IMAGERY
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英语Irony和汉语反语的比较与翻译
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作者 薛利芳 《山西农业大学学报(社会科学版)》 2004年第1期63-66,共4页
英、汉两种语言中的修辞格之间常常存在相同和不同之处 ,所以在英汉互译时有必要先弄清楚二者的异同。本文通过对英语修辞格Irony和汉语修辞格反语从定义、作用、分类及应用等方面进行比较分析 ,发现两者在本质上是相同的 ,从而在进行... 英、汉两种语言中的修辞格之间常常存在相同和不同之处 ,所以在英汉互译时有必要先弄清楚二者的异同。本文通过对英语修辞格Irony和汉语修辞格反语从定义、作用、分类及应用等方面进行比较分析 ,发现两者在本质上是相同的 ,从而在进行两种辞格的翻译时 ,主要采用再现原文的复制法 ,即直译。但为了能使原文更清楚 ,有时也采用增添字词的译法。 展开更多
关键词 irony 反语 比较 直译 增添字词法
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Mark Twain's Humor and Irony in The Stolen White Elephant
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作者 谢长菊 《英语广场(学术研究)》 2011年第Z4期20-22,53,共4页
Mark Twain is a realistic writer in America.His humor,irony and together with colloquial speech have been remembered by readers,for which he became one of America's most beloved humorists and storytellers.This pap... Mark Twain is a realistic writer in America.His humor,irony and together with colloquial speech have been remembered by readers,for which he became one of America's most beloved humorists and storytellers.This paper focuses on one of Twain's short stories The Stolen White Elephant.Through the analysis of Twain's humor and irony shown from the two main characters in this specific story,this paper is to show the social reality reflected in The Stolen White Elephant. 展开更多
关键词 HUMOR irony SYMBOLISM
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Analysis of Irony in Pride and Prejudice
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作者 江小楠 《海外英语》 2011年第14期248-249,共2页
Pride and Prejudice shows Austin's literary skills at best.In it,Irony is typical and greatly enhances the artistic effects of the whole work.In this essay,the author analyzes how irony is used and discusses the a... Pride and Prejudice shows Austin's literary skills at best.In it,Irony is typical and greatly enhances the artistic effects of the whole work.In this essay,the author analyzes how irony is used and discusses the achievements and defects of irony. 展开更多
关键词 irony scene plot STRUCTURE
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谈谈英语讽刺(Irony)手法的运用 被引量:2
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作者 孙耀文 《杭州师范学院学报》 1989年第2期108-115,共8页
凡是把智慧应用于揭露某些愚蠢或邪恶的事物,并加以批评之处,就存在着讽刺,不管它是口头的还是文字的;是训诫还是政治辩论;是诗歌还是戏剧;是杂文还是小说。在讽刺文学里,嘲讽是它的武器。
关键词 irony irony 讽刺手法 英语 祈祷者 悲剧 谋杀者 可知觉 小说 语气
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Irony in Pride and Prejudice and Its Rhetoric Effect 被引量:1
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作者 付蓉 《海外英语》 2013年第16期169-170,共2页
Pride and prejudice continues to be popular today not only because of its memorable characters, but also because of the perfect use of rhetoric-irony. Irony plays the decisive role in characterization and plot develop... Pride and prejudice continues to be popular today not only because of its memorable characters, but also because of the perfect use of rhetoric-irony. Irony plays the decisive role in characterization and plot development. We should pay attention on the irony words in dialogue, scene irony and dramatic irony. Irony can be achieved joking, teasing and the effect of sarcasm, makes the work lively and humorous and full of artistic appeal. Irony in Pride and Prejudice shaped fresh characters. From the point of view of the plot development, the whole story seems to be made of many ironies which make the work so fun. Pride and Prejudice is a work worth reading a hundred times for readers. 展开更多
关键词 PRIDE and PREJUDICE irony PLOT development charact
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A Brief Introduction of Irony as A Writing Technique
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作者 张利平 《内蒙古师范大学学报(哲学社会科学版)》 2001年第S1期39-42,共4页
As a writing technique, irony has exerted great influence upon literature. In this paper, the following issues will be discussed: the origin of the word " irony ", the differences between irony as a figure o... As a writing technique, irony has exerted great influence upon literature. In this paper, the following issues will be discussed: the origin of the word " irony ", the differences between irony as a figure of speech and irony as a technique of writing, the expressive function of irony, the types of irony. 展开更多
关键词 irony WRITING type.
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“反讽”之反讽——irony在中国的误读
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作者 张艳花 《福建论坛(社科教育版)》 2009年第10期61-62,共2页
从中英文字典的解释和理论渊源两个方面考察了irony一词,认为irony在中英文翻译转换中出现了严重的不对等现象。国内将其译为反讽是对西方文化的一种误读。此种情况的出现除了对西方文化难以避免的误读误用这一客观因素外,还有借助西方... 从中英文字典的解释和理论渊源两个方面考察了irony一词,认为irony在中英文翻译转换中出现了严重的不对等现象。国内将其译为反讽是对西方文化的一种误读。此种情况的出现除了对西方文化难以避免的误读误用这一客观因素外,还有借助西方优势文化建立自己强势话语以赢得竞争优势的主观因素。 展开更多
关键词 反讽 irony 误读
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An Analysis on Irony from the Perspective of Conversational Implicature
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作者 逄怡青 《海外英语》 2014年第2X期225-226,共2页
Irony is a frequently occuring indirect act in daily interpersonal interaction.A number of novel ironic cases via deliberately flouting the four maxims of the Cooperative Principle are explained from the perspective o... Irony is a frequently occuring indirect act in daily interpersonal interaction.A number of novel ironic cases via deliberately flouting the four maxims of the Cooperative Principle are explained from the perspective of conversational implicature.This paper tend to explore the production of irony according to Grice’s Cooperative Principle and conversational implicature theory with some daily examples and the author hope that this paper is of certain help to further research concerning irony in the realm of pragmatics. 展开更多
关键词 irony COOPERATIVE PRINCIPLE CONVERSATIONAL implica
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Study on Pragmatic Functions of Irony
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作者 纪亚楠 《海外英语》 2014年第2X期208-210,218,共4页
Irony is frequently used in our daily life.Traditionally,Irony is only considered as a figure of speech.Because of its importance and prevalence,irony has gotten a lot of attention over the last few years.In this pape... Irony is frequently used in our daily life.Traditionally,Irony is only considered as a figure of speech.Because of its importance and prevalence,irony has gotten a lot of attention over the last few years.In this paper,I concentrate on the pragmatic perspective of irony and try to find out the characteristics and functions of irony.In addition,the reasons of people choose to use irony in dairy life.At the beginning,I will introduce the basic definition and types of irony.Then I try to analyze the irony according to cooperative principles,politeness principle,irony principle,speech act theory of communication to explore the generation and comprehension of irony.Moreover,I illustrate the pragmatic functions of irony with appropriate examples.Finally,the paper emphasizes the importance of irony and predicts future development of irony. 展开更多
关键词 irony COOPERATIVE PRINCIPLE POLITENESS PRINCIPLE I
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英语修辞格Irony用法初探
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作者 赵蜀嘉 《江汉大学学报》 2001年第2期81-85,93,共6页
简要叙述了英语修辞格Irony的类型。
关键词 修辞格 irony Sarcam 英语 词语反语 戏剧性反语 性境反语 变异形式
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My Appreciation of Situational Irony in Shakespeare's Tragedies
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作者 黄晓亮 《海外英语》 2010年第10X期201-203,210,共4页
This thesis carefully appreciated situational irony in some of Shakespeare's tragedies successively,and classified situational irony into four kinds:discrepancy between appearance and reality,expectation and fulfi... This thesis carefully appreciated situational irony in some of Shakespeare's tragedies successively,and classified situational irony into four kinds:discrepancy between appearance and reality,expectation and fulfilment,intention and outcome,the actual circumstances and appropriateness.In the analysis of the first kind of situational irony,especially,the thesis focused on Antony and Cleopatra,together with Julius Caesar,questioned the common idea,and stated that Antony's failure was not because of his passion towards Cleopatra.Cleopatra was only his screen to cheat the world,an excuse of his " face-saving failure". 展开更多
关键词 Situational irony Shakespeare’s Tragedies
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Paradox与Irony的异同
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作者 李继华 《语言教育》 1997年第6期4-4,共1页
Paradox(隽语)与 Irony(反语)均属于双重聚焦(bifocal visions)。两者的认知方法是相同的,都把事物一分为二,既看到其本质对立的一面。又寻求其统一的一面。两种修辞格不仅能使文章增色生辉,而且能促使读者作深层的理解和思考。两者有... Paradox(隽语)与 Irony(反语)均属于双重聚焦(bifocal visions)。两者的认知方法是相同的,都把事物一分为二,既看到其本质对立的一面。又寻求其统一的一面。两种修辞格不仅能使文章增色生辉,而且能促使读者作深层的理解和思考。两者有何不同,又应该如何辨别呢?本文试举例说明两者的区别。例如: 展开更多
关键词 PARADOX irony 认知方法 语言意义 NOTHING 修辞作用 impossible slowly prepare 现实生活
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Irony and Restructuring: Greig’s Postmodern Rewrite of Macbeth
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作者 Lanxi Chen 《Journal of Contemporary Educational Research》 2020年第11期43-46,共4页
Dunsinane is a postmodern rewrite adapted from William Shakespeare’s play Macbeth by David Greig.This article mainly deals with the problem that specifically,how Dunsinane is rewritten from Macbeth.The article firstl... Dunsinane is a postmodern rewrite adapted from William Shakespeare’s play Macbeth by David Greig.This article mainly deals with the problem that specifically,how Dunsinane is rewritten from Macbeth.The article firstly analyzes from rhetorical perspective that irony,the frequently-used literary device in Macbeth is also a prominent rhetorical strategy of rewriting in Dunsinane.The restructuring of the characters Macbeth,Malcolm and Siward from Scottish perspectives as well as the the restructured theme behind the rewrite are also introduced. 展开更多
关键词 Dunsinane MACBETH Restructure irony Postmodern rewrite
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简论修辞格Irony、Paradox和Oxymoron及其区别
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作者 曹萍 《淮北师范大学学报(哲学社会科学版)》 1996年第1期132-134,共3页
关键词 修辞格 OXYMORON PARADOX irony 构成方式 形容词 《哈姆莱特》 语言效果 修辞学 大学英语
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A Study of Irony in The Merchant of Venice from the Perspective of Speech Act Theory
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作者 HU Xiao-min CHEN Zheng 《Journal of Literature and Art Studies》 2021年第9期671-676,共6页
The Merchant of Venice is one of the four classic comedies of Shakespeare.In this work,the author skillfully depicts the characters in the novel with a sharp irony,making the drama plot interlocking.Based on the Austi... The Merchant of Venice is one of the four classic comedies of Shakespeare.In this work,the author skillfully depicts the characters in the novel with a sharp irony,making the drama plot interlocking.Based on the Austin-Searle’s Speech Act Theory,this paper makes a macro and micro analysis of the ironic speech act in Shakespeare’s The Merchant of Venice,mainly from the literal irony,situational irony,dramatic irony three aspects of the macro-analysis of speech acts as well as the elaboration,directive,commitment,expressive irony for the micro-analysis. 展开更多
关键词 speech act theory irony The Merchant of Venice
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An Analysis of Irony in A Good Man is Hard to Find From the Perspective of Speech Act Theory
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作者 蒋天晨 《海外英语》 2014年第5X期190-191,共2页
Speech Act Theory is one of the most important theories in pragmatic field.And this theory has gradually been applied into literary criticism.Irony is not only a generally-used communicative skill,but also a hot langu... Speech Act Theory is one of the most important theories in pragmatic field.And this theory has gradually been applied into literary criticism.Irony is not only a generally-used communicative skill,but also a hot language phenomenon in literature which aroused linguists,writers and even philosophers'interest.The speech act theory and the irony have one thing in common,which is the illocutionary act they both have.Accordingly,the combination of both can enable readers have a better understanding of the literature works.Hence,this thesis reviews theoretical research to analyze the relationship between irony and Speech Act Theory;elaborates on irony in A Good Man is Hard to Find on the basis of Speech Act Theory. 展开更多
关键词 irony Speech ACT Theory A GOOD MAN is HARD to FIND
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