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Multimodal computation or interpretation? Automatic vs. critical understanding of text-image relations in racist memes in English 多模态计算还是解释?自动理解与批判性理解英语种族主义备忘录中的文本-图像关系
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2024-02-01 DOI: 10.1016/j.dcm.2024.100755
Chiara Polli , Maria Grazia Sindoni

This paper discusses the epistemological differences between the label ‘multimodal’ in computational and sociosemiotic terms by addressing the challenges of automatic detection of hate speech in racist memes, considered as germane families of multimodal artifacts. Assuming that text-image interplays, such is the case of memes, may be extremely complex to disentangle by AI-driven models, the paper adopts a sociosemiotic multimodal critical approach to discuss the challenges of automatic detection of hateful memes on the Internet. As a case study, we select two different English-language datasets, 1) the Hateful Memes Challenge (HMC) Dataset, which was built by the Facebook AI Research group in 2020, and 2) the Text-Image Cluster (TIC) Dataset, including manually collected user-generated (UG) hateful memes. By discussing different combinations of non-hateful/hateful texts and non-hateful/hateful images, we will show how humour, intertextuality, and anomalous juxtapositions of texts and images, as well as contextual cultural knowledge, may make AI-based automatic interpretation incorrect, biased or misleading. In our conclusions, we will argue the case for the development of computational models that incorporate insights from sociosemiotics and multimodal critical discourse analysis.

本文讨论了 "多模态 "这一标签在计算和社会交际方面的认识论差异,探讨了自动检测种族主义备忘录中的仇恨言论所面临的挑战。假设文本与图像之间的相互作用(如memes的情况)可能极其复杂,人工智能驱动的模型难以厘清,因此本文采用了社会交际学的多模态批判方法来讨论自动检测互联网上的仇恨memes所面临的挑战。作为案例研究,我们选择了两个不同的英语数据集:1)2020 年由 Facebook 人工智能研究小组建立的仇恨备忘录挑战(HMC)数据集;2)文本-图像集群(TIC)数据集,包括人工收集的用户生成的仇恨备忘录。通过讨论非仇恨/仇恨文本和非仇恨/仇恨图像的不同组合,我们将展示幽默、互文性、文本和图像的异常并置以及上下文文化知识是如何使基于人工智能的自动解读变得不正确、有偏见或误导的。在结论中,我们将论证结合社会符号学和多模态批判性话语分析的见解开发计算模型的必要性。
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引用次数: 0
“I read the rules and know what is expected of me”: The performance of competence and expertise in ‘newbie’ offenders’ membership requests to dark web child abuse communities "我读过规则,知道对我的要求":新手 "罪犯申请加入暗网虐童社区时的能力和专业知识表现
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2024-01-15 DOI: 10.1016/j.dcm.2023.100744
Emily Chiang

Community-building among groups of child abusers on the ‘dark web’ facilitates the large-scale distribution of indecent imagery and supports individuals in becoming more skilled, more dangerous offenders. Undercover police are tasked with posing as offenders to gather intelligence; however, we know little about the nature of these groups, and especially how one might approach them linguistically as an ‘authentically’ interested outsider. This study analyses rhetorical moves (Swales, 1990) in forum posts from child abuse-related dark web fora by self-identifying ‘newbies’ hoping to join established abuse communities. It identifies 12 distinct moves used in the pursuit to join online abuse communities and finds that expressions of competence and expertise are central to newbies’ attempts to gain community membership. ‘De-lurking’ is identified as a useful strategy in the performance of competence in online forums. These findings can support online undercover policing tasks as well as offender prioritisation.

在 "暗网 "上,虐童者群体之间的社区建设为不雅图像的大规模传播提供了便利,并支持个人成为更熟练、更危险的罪犯。卧底警察的任务是假扮罪犯收集情报;然而,我们对这些群体的性质知之甚少,尤其是作为一个 "真正 "感兴趣的局外人,如何在语言上接近他们。本研究分析了自称为 "新手"、希望加入已有虐待社区的人在与虐待儿童相关的暗网论坛上发表的帖子中的修辞手法(Swales,1990)。研究发现,在新手试图加入网络虐童社区的过程中,能力和专业知识的表达是核心。去潜伏"(De-lurking)被认为是在网络论坛上表现能力的一种有用策略。这些发现可以为网上便衣警察的任务以及罪犯的优先排序提供支持。
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引用次数: 0
“Say, are you a little ashamed” – Shame allocation and accountability in Israeli news interviews “说,你有点惭愧吗?”——以色列新闻采访中的羞耻分配和问责制
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-12-01 DOI: 10.1016/j.dcm.2023.100742
Yael Gaulan , Michal Marmorstein , Zohar Kampf

In light of the growing emotionalization of public discourse, this article deals with the action of shame allocation in Israeli accountability interviews. A qualitative analysis of tokens of the Hebrew verb lehitbayesh ‘to be ashamed’ in political interviews was conducted using Discursive Psychology and Conversation Analysis methods. The findings show that in this public context the verb lehitbayesh is mostly not used to convey an emotional state, nor can its meaning be explained by the classic theoretical conceptualization of shame. Instead, lehitbayesh is mobilized to allocate shame to another actor, and portrays the allocator as morally superior and as someone who sacrifices for what is right. Lehitbayesh is part of the negotiations between journalists and politicians over the question of who is accountable for a transgressive act, what the desired response is, and who the relevant audience for the moral lesson is.

鉴于公众话语日益情绪化,本文讨论了以色列问责访谈中羞耻分配的行动。运用话语心理学和会话分析方法,对政治访谈中希伯来语动词lehitbayesh(羞愧)的表征进行了定性分析。研究结果表明,在这种公共语境中,动词lehitbayesh大多不用于表达一种情绪状态,其含义也不能用经典的羞耻理论概念化来解释。相反,lehitbayesh被动员起来将耻辱分配给另一个演员,并将分配者描绘成道德高尚的人,以及为正义而牺牲的人。Lehitbayesh是记者和政治家之间谈判的一部分,讨论的问题是谁应该对违法行为负责,期望的回应是什么,以及谁是道德教训的相关受众。
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引用次数: 0
‘We are not putschists’: Accountability and the negotiation of membership categories in political news interviews “我们不是叛乱者”:政治新闻采访中的问责制和成员类别谈判
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-12-01 DOI: 10.1016/j.dcm.2023.100743
Abdulrahman Alroumi

This paper observes the emergence of membership categories and their role in the construction of accountability in news interview interactions on two Arabic networks. It adopts a Membership Categorisation Analysis (MCA) to analyse how these categories contribute to the design of interviewers’ questions and interviewees’ answers. The data include twenty-eight hours of recorded Arab news interviews from four shows. The findings demonstrate that there are three interactional patterns in which membership categories are invoked. In the first pattern, interviewees engage in negotiating their incumbency or their political allies in accountable categories in interviewers’ questions. In the second pattern, interviewees display membership categories to obviate the shown accountability, while in the third pattern, they show negation of their incumbency of some categories even though they have not been explicitly included in these categories in interviewers’ questions.

本文观察了两个阿拉伯网络新闻采访互动中成员类别的出现及其在问责制构建中的作用。它采用成员分类分析(MCA)来分析这些类别如何有助于设计采访者的问题和受访者的答案。这些数据包括来自四个节目的28小时的阿拉伯新闻采访记录。研究结果表明,有三种交互模式可以调用成员类别。在第一种模式中,采访者在采访者的问题中以可问责的类别来谈判他们的在职或他们的政治盟友。在第二种模式中,受访者表现出成员类别,以消除所显示的责任,而在第三种模式中,他们表现出对某些类别的在职者的否定,即使他们在面试官的问题中没有明确地包括在这些类别中。
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引用次数: 0
Who sits at the Chef’s Table? Food criticism and the spectacle of elite gastronomy 谁坐在主厨桌?美食评论和精英美食的奇观
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-10-24 DOI: 10.1016/j.dcm.2023.100740
Jordan MacKenzie, Helen Dominic

The discursive mediation of “elite taste” is a central ideological production of food critics, cultural arbiters of what entails “good food,” as well as who entails a “good cook.” In this paper, we employ a mediatized critical discourse analytic approach to scrutinize one brand of “elite taste” as mediated by food critics in the Netflix series Chef’s Table. Specifically, we identify the role of the white critical voice in legitimizing and problematizing the featured chefs and their food. We present an in-depth analysis of two episodes of Chef’s Table and argue that the program is undergirded by a Debordian spectacle in which white critics attempt to blur the boundaries between chef, audience, and elite food, but ultimately reproduce extant distinctions evidenced in the consumption of food along classed, raced, and gendered materializations of “taste”.

“精英品味”的话语调解是美食评论家的核心意识形态产物,他们是什么是“好食物”、谁是“好厨师”的文化仲裁者。在本文中,我们采用一种中介化的批评话语分析方法来审视Netflix系列《厨师的餐桌》中由美食评论家中介的一种“精英口味”。具体来说,我们确定了白人批评声音在使特色厨师和他们的食物合法化和问题化方面的作用。我们对两集《厨师的餐桌》进行了深入的分析,并认为该节目以德波式的场景为基础,在这个场景中,白人评论家试图模糊厨师、观众和精英食物之间的界限,但最终再现了在“味道”的分类、种族和性别物化过程中消费食物的现存区别。
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引用次数: 0
Intensifying expletive constructions and their use on social media: Innovative functions of the hashtag #wokeAF in English tweets 强化脏话结构及其在社交媒体上的使用:英语推文中#wokeAF标签的创新功能
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-10-23 DOI: 10.1016/j.dcm.2023.100741
Andreea S. Calude, Amber Anderson, David Trye

The hashtag has seen increasing attention in the linguistics literature, in recognition of its prevalence on social media and in other modes of communication. Here, we report on a diachronic analysis of the hashtag #wokeAF in English-language tweets posted between 2012 and 2022. First, we trace the use of the word woke from verb to adjective, with novel uses arising in African American Vernacular English. Such uses then spread into mainstream standard English, eventually being used in a novel construction: the intensifying expletive ([adjective + as + expletive]). Although examples of the intensifying expletive are listed in the Urban Dictionary, to our knowledge, this is the first linguistic analysis of the construction. Second, we analyse semantic interpretations and syntactic characteristics of the intensifying expletive #wokeAF, by documenting its occurrence in tweets spanning eleven years. Analysis of the discourse and the context in which the hashtag appears allows us to uncover its novel use as a collective noun, which in our data, is linked to a pejorative stance. In general, we find innovation in the semantic scope of the hashtag and versatility in its position and integration within tweets. Given the pervasiveness of the word woke in the public consciousness, as evidenced by its occurrence in the popular press, this article aims to fill a timely gap while providing an interesting example of language innovation online.

该标签在语言学文献中受到了越来越多的关注,因为它在社交媒体和其他交流模式中很普遍。在这里,我们报道了对2012年至2022年间发布的英语推文中#wokeAF标签的历时分析。首先,我们追溯了wake这个词从动词到形容词的用法,在非裔美国人白话英语中出现了新颖的用法。这种用法随后传播到主流标准英语中,最终被用于一种新颖的结构:强化咒骂语([形容词+as+咒骂语])。尽管《城市词典》中列出了强化咒骂语的例子,但据我们所知,这是第一次对这种结构进行语言学分析。其次,我们通过记录11年来强化咒骂语#wokeAF在推特中的出现,分析了它的语义解释和句法特征。通过分析话语和标签出现的背景,我们可以发现它作为一个集体名词的新颖用法,在我们的数据中,这与贬义立场有关。总的来说,我们发现标签的语义范围是创新的,它在推文中的位置和集成是多功能的。鉴于wake一词在公众意识中的普遍性,正如它在大众媒体中的出现所证明的那样,本文旨在填补这一空白,同时提供一个有趣的在线语言创新例子。
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引用次数: 0
Introducing mediated discrimination: Intersections of gender, sexuality and media discourse 引入中介歧视:性别、性和媒体话语的交叉
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-10-17 DOI: 10.1016/j.dcm.2023.100739
Robert Lawson, Laura Coffey-Glover
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引用次数: 0
At the breast is best?’ A corpus-informed feminist critical discourse analysis of the marginalisation of expressing human milk in online infant feeding promotional discourse 胸部最好?”基于语料库的女权主义批评话语分析在线婴儿喂养宣传话语中表达母乳的边缘化
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-10-01 DOI: 10.1016/j.dcm.2023.100730
Laura Coffey-Glover , Victoria Howard

Existing feminist analyses of infant feeding practices have examined the promotion of long-term exclusive direct breastfeeding (DBF) as symbolic of “total motherhood” (Wolf 2011), where formula feeding is framed in contrast as “risky” (Murphy, 1999, Murphy, 2000, Brookes et al., 2016, Woollard, 2018). Discourses of expressing human milk (EHM), and their discriminatory potential, are currently under-researched. However, researchers note that rhetorical strategies that exclude EHM as a form of breastfeeding can reinforce the perceived normalcy of feeding at the breast and relegate breastmilk expression and formula feeding as “deviant” practices (Murphy, 1999, Hunt and Thomson, 2017; Rasmussen et al., 2017; Coffey-Glover, 2020; Anders et al 2022).

To that end, this study integrates Feminist Critical Discourse Analysis (Lazar, 2005, Lazar, 2007, Lazar, 2014) and corpus linguistics (e.g. Baker 2014) to examine discourses of breastmilk expression (EHM) in a corpus of online infant feeding promotional literature taken from seven organisations, with a particular focus on the largest two organisations in the corpus: La Leche League Great Britain (LLLGB) and the UK National Health Service (NHS). The analysis reveals language choices that marginalise EHM in servitude of “breast is best” (Murphy 1999), and specifically reinforce the message that ‘at the breast is best’. We show how EHM is marginalised in the texts via representations of exclusive DBF as the ‘gold standard’ of infant feeding, recirculating discourses of “total motherhood” (Wolf 2011), “natural mothering” (Bobel 2003) and “intensive motherhood” (Hays 1996).

现有的对婴儿喂养实践的女权主义分析已经将长期纯母乳喂养(DBF)的推广视为“完全母性”的象征(Wolf 2011),相比之下,配方奶粉喂养被认为是“危险的”(Murphy,1999,Murphy 2000,Brookes等人,2016,Woolard,2018)。关于表达母乳(EHM)的言论及其歧视性潜力,目前正在研究中。然而,研究人员指出,将EHM排除在母乳喂养之外的修辞策略可以强化母乳喂养的正常性,并将母乳表达和配方奶粉喂养视为“异常”做法(Murphy,1999,Hunt和Thomson,2017;Rasmussen等人,2017;Coffey-Glover,2020;Anders等人2022),本研究整合了女权主义批判话语分析(Lazar,2005,Lazar(2007),Lazar,2014)和语料库语言学(例如Baker 2014),以检验来自七个组织的在线婴儿喂养宣传文献语料库中的母乳表达话语,特别关注语料库中最大的两个组织:英国莱切联盟(LLLGB)和英国国家医疗服务体系(NHS)。该分析揭示了在“乳房是最好的”(Murphy 1999)的奴役中边缘化EHM的语言选择,并特别强化了“乳房是最佳的”的信息。我们展示了EHM是如何在文本中被边缘化的,通过将DBF作为婴儿喂养的“黄金标准”的表述,“完全母性”(Wolf 2011)、“自然母性”(Bobel 2003)和“强化母性”(Hays 1996)的循环话语。
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引用次数: 1
Entitlement Racism on YouTube: White injury—the licence to Humiliate Roma migrants in the UK YouTube上的种族主义:白人伤害——羞辱英国罗姆移民的许可证
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-10-01 DOI: 10.1016/j.dcm.2023.100718
Petre Breazu

Hate speech monitoring has become a challenging task for social media platforms. While efforts have been made to combat racism and other forms of hate speech, marginalised communities, such as the Roma are frequent targets of intense discrimination and online racist abuse. This article examines manifestations of Romaphobia, also known as anti-Roma racism, on YouTube in the context of 2016 UK Referendum on EU membership, when Roma along with other Eastern European migrants became demonized in the right-wing narratives of Brexit supporters. Drawing on Thematic Analysis and Critical Discourse Analysis, the article provides an in-depth account of how Romaphobia is discursively constructed in the commentaries of those watching YouTube documentaries about Eastern European migrants. In addition to drawing attention to various forms of overt and covert racism that fly under the radar in the content moderation process, the analysis shows that ‘entitlement racism’ is gradually becoming normalised in social media, with anti-Roma racism acquiring alarming levels of verbal violence which needs immediate attention.

仇恨言论监控已成为社交媒体平台的一项具有挑战性的任务。尽管已经努力打击种族主义和其他形式的仇恨言论,但罗姆人等边缘化社区经常成为严重歧视和网络种族主义虐待的目标。这篇文章探讨了在2016年英国欧盟成员国公投的背景下,罗姆人恐惧症(也称为反罗姆人种族主义)在YouTube上的表现,当时罗姆人和其他东欧移民在脱欧支持者的右翼叙事中被妖魔化。本文运用主题分析和批判性话语分析,深入描述了在观看YouTube上关于东欧移民的纪录片的人的评论中,罗马恐惧症是如何被随意构建的。除了提请人们注意在内容审核过程中被忽视的各种形式的公开和隐蔽的种族主义外,分析还表明,“权利种族主义”正在社交媒体中逐渐正常化,反罗姆人种族主义的言语暴力达到了惊人的水平,需要立即关注。
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引用次数: 0
Functions of quotation in online political comments 网络政治评论中的引文功能
IF 2 2区 文学 Q1 Social Sciences Pub Date : 2023-10-01 DOI: 10.1016/j.dcm.2023.100717
Bingjuan Xiong , Jessica S. Robles

This study explores the use of quotations in two contexts where online public discourses respond to social-political confrontations in China and the United States. We investigate the relationship between the form of marking quotations in online social media discourse and the functions that the quoted text accomplishes in the online interactive context in English and Chinese languages. In particular, we relate this to the affordances of the online context, taking account of the typographic indicators of quotation, such as the use of quotation marks. In the data analyzed, quotations indicate stances toward the quoted materials, toward people and ideas, or toward other participants in the comment sections. We describe four functions that draw attention to the communicative practice of quotation marking while showing how these are accomplished in their social, cultural, linguistic and technological contexts. We demonstrate how the literal and nonliteral meanings enlivened by quotations are exploited to display agreement or disagreement in online political comments.

本研究探讨了在中国和美国,网络公共话语对社会政治对抗做出反应的两种情况下引用的使用。我们研究了网络社交媒体话语中标记引文的形式与引文在英汉网络互动语境中所起的作用之间的关系。特别是,我们将其与在线上下文的可供性联系起来,考虑到引号的印刷指标,例如引号的使用。在分析的数据中,引文表明了对引用材料、人和思想或评论部分其他参与者的立场。我们描述了引人注意引号交际实践的四个功能,同时展示了这些功能是如何在社会、文化、语言和技术背景下实现的。我们展示了在网络政治评论中,引文所激发的字面和非字面含义是如何被用来表示同意或不同意的。
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引用次数: 0
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Discourse Context & Media
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