Adriana Alvarado Garcia

schoolIBMbar_chart#770 Global Rank

Total Papers

HCI Rank

#770

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Recent Publications

Latest papers from Adriana Alvarado Garcia

CHI '263rd AuthorExplainable AI (XAI) +3

From Reflection to Repair: A Scoping Review of Dataset Documentation Tools

Dataset documentation is widely recognized as essential for the responsible development of automated systems. Despite growing efforts to support documentation through different kinds of artifacts, little is known about the motivations shaping documentation tool design or the factors hindering their adoption. We presen…

CHI '261st AuthorHonorable MentionExplainable AI (XAI) +2

Red Teaming LLMs as Socio-Technical Practice: From Exploration and Data Creation to Evaluation

Recently, red teaming, with roots in security, has become a key evaluative approach to ensure the safety and reliability of Generative Artificial Intelligence. However, most existing work emphasizes technical benchmarks and attack success rates, leaving the socio-technical practices of how red teaming datasets are def…

CHI '262nd AuthorGenerative AI (Text, Image, Music, Video) +3

Who Gets to Define Safety? A Systematic Review of How Generative AI Research Addresses Youth Online Safety

Generative AI is rapidly reshaping young people’s digital experiences, from providing emotional support to introducing new dimensions of risks. Yet, existing safety frameworks are not equipped to handle the unique risks posed by GenAI. To investigate how youth safety is being addressed in this new landscape, we conduc…

CSCW '255th+ AuthorTrust, Safety, and Privacy in Online Communities

Online Safety for All: Sociocultural Insights from a Systematic Review of Youth Online Safety in the Global South

Youth online safety research in HCI has historically centered on perspectives from the Global North, often overlooking the unique particularities and cultural contexts of regions in the Global South. This paper presents a systematic review of 66 youth online safety studies published between 2014 and 2024, specifically…

CHI '251st AuthorGenerative AI (Text, Image, Music, Video) +2

Emerging Data Practices: Data Work in the Era of Large Language Models

Data is one of the foundational aspects of making Artificial Intelligence (AI) work as intended. As large language models (LLMs) become the epicenter of AI, it is crucial to understand better how the datasets that maintain such models are created. The emergent nature of LLMs makes it critical to understand the challe…

CHI '241st AuthorContent Moderation & Platform Governance +1

Bitacora: A Toolkit for Supporting NonProfits to Critically Reflect on Social Media Data Use

In this paper, we describe the design and evaluation of the toolkit Bitacora, addressed to practitioners working in non-profit organizations interested in integrating Twitter data into their work. The toolkit responds to the call to maintain the locality of data by promoting a qualitative and contextualized approach t…

CHI '231st AuthorSocial Platform Design & User Behavior +1

Mobilizing Social Media Data: Reflections of a Researcher Mediating between Data and Organization

This paper examines the practices involved in mobilizing social media data from their site of production to the institutional context of non-profit organizations. We report on nine months of fieldwork with a transnational and intergovernmental organization using social media data to understand the role of grassroots i…

CSCW '223rd AuthorData Work; Data Work

Documenting Data Production Processes: A Participatory Approach for Data Work

The opacity of machine learning data is a significant threat to ethical data work and intelligible systems. Previous research has addressed this issue by proposing standardized checklists to document datasets. This paper expands that field of inquiry by proposing a shift of perspective: from documenting datasets towar…

CSCW '201st AuthorCivic Engagement and Politics

Data Migrations: Exploring the Use of Social Media Data as Evidence for Human Rights Advocacy

Social media platforms offer a rich repository of crowdsourced information that has the potential to monitor human rights violations. The challenge is to quantify, interpret, and situate such unstructured data streams in the broader context, which remains under-investigated in existing CSCW research. Addressing these…

CSCW '181st AuthorData in Diverse Settings

On Making Data Actionable: How Activists Use Imperfect Data to Foster Social Change for Human Rights Violations in Mexico

In this paper, we examine how activist organizations, focused on human rights violations (HRVs) in Mexico, obtain and translate data to produce actionable insight for social change. Through interviews with 15 participants working in think tanks, human rights centers, non-governmental organizations, and nonprofit organ…

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