Imagen de Portada

Think Outside the Data: Colonial Biases and Systemic Issues in Automated Moderation Pipelines for Low-Resource Languages

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Shahid, Farhana, Elswah, Mona, Vashistha, Aditya
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Human-Computer Interaction
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

One Style Does Not Regulate All: Moderation Practices in Public and Private WhatsApp Groups
por: Shahid, Farhana, et al.
Publicado: (2024)

LLMs Homogenize Values in Constructive Arguments on Value-Laden Topics
por: Shahid, Farhana, et al.
Publicado: (2025)

Conversational Agents to Facilitate Deliberation on Harmful Content in WhatsApp Groups
por: Agarwal, Dhruv, et al.
Publicado: (2024)

Examining Human-AI Collaboration for Co-Writing Constructive Comments Online
por: Shahid, Farhana, et al.
Publicado: (2024)

Creating Group Rules with AI: Human-AI Collaboration in WhatsApp Moderation
por: Nayak, Gauri, et al.
Publicado: (2026)

"Ignorance is Not Bliss": Designing Personalized Moderation to Address Ableist Hate on Social Media
por: Heung, Sharon, et al.
Publicado: (2025)

Power Echoes: Investigating Moderation Biases in Online Power-Asymmetric Conflicts
por: Li, Yaqiong, et al.
Publicado: (2026)

Saharaline: A Collective Social Support Intervention for Teachers in Low-Income Indian Schools
por: Varanasi, Rama Adithya, et al.
Publicado: (2024)

Marked Pedagogies: Examining Linguistic Biases in Personalized Automated Writing Feedback
por: Tan, Mei, et al.
Publicado: (2026)

Low-Resource Counterspeech Generation for Indic Languages: The Case of Bengali and Hindi
por: Das, Mithun, et al.
Publicado: (2024)

Designing with Culture: How Social Norms Shape Trust and Preference in Health Chatbots
por: Wadhwa, Arpita, et al.
Publicado: (2025)

The "Colonial Impulse" of Natural Language Processing: An Audit of Bengali Sentiment Analysis Tools and Their Identity-based Biases
por: Das, Dipto, et al.
Publicado: (2024)

S-DAT: A Multilingual, GenAI-Driven Framework for Automated Divergent Thinking Assessment
por: Haase, Jennifer, et al.
Publicado: (2025)

Blind Spots and Biases: Exploring the Role of Annotator Cognitive Biases in NLP
por: Gautam, Sanjana, et al.
Publicado: (2024)

Designing Culturally Aligned AI Systems For Social Good in Non-Western Contexts
por: Dennison, Deepak Varuvel, et al.
Publicado: (2025)

Disability Across Cultures: A Human-Centered Audit of Ableism in Western and Indic LLMs
por: Phutane, Mahika, et al.
Publicado: (2025)

TALES: A Taxonomy and Analysis of Cultural Representations in LLM-generated Stories
por: Bhagat, Kirti, et al.
Publicado: (2025)

Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations
por: Hartmann, David, et al.
Publicado: (2025)

Advancing STT for Low-Resource Real-World Speech
por: D'Intino, Flavio, et al.
Publicado: (2025)

Longitudinal Monitoring of LLM Content Moderation of Social Issues
por: Dai, Yunlang, et al.
Publicado: (2025)

ABLEIST: Intersectional Disability Bias in LLM-Generated Hiring Scenarios
por: Phutane, Mahika, et al.
Publicado: (2025)

Shiksha Copilot: Teacher-AI Collaboration for Curating and Customizing Lesson Plans in Low-Resource Schools
por: Dennison, Deepak Varuvel, et al.
Publicado: (2025)

Thinking with Many Minds: Using Large Language Models for Multi-Perspective Problem-Solving
por: Park, Sanghyun, et al.
Publicado: (2025)

Exploring Gender Biases in Language Patterns of Human-Conversational Agent Conversations
por: Liu, Weizi
Publicado: (2024)

Towards Valid Student Simulation with Large Language Models
por: Yuan, Zhihao, et al.
Publicado: (2026)

Reflecti-Mate: A Conversational Agent for Adaptive Decision-Making Support Through System 1 and System 2 Thinking
por: Tarvirdians, Morita, et al.
Publicado: (2026)

Oral to Web: Digitizing 'Zero Resource'Languages of Bangladesh
por: Rashid, Mohammad Mamun Or
Publicado: (2026)

(Ir)rationality and Cognitive Biases in Large Language Models
por: Macmillan-Scott, Olivia, et al.
Publicado: (2024)

AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances
por: Agarwal, Dhruv, et al.
Publicado: (2024)

"Cold, Calculated, and Condescending": How AI Identifies and Explains Ableism Compared to Disabled People
por: Phutane, Mahika, et al.
Publicado: (2024)

Improving Automated Feedback Systems for Tutor Training in Low-Resource Scenarios through Data Augmentation
por: Xu, Chentianye, et al.
Publicado: (2025)

LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs
por: Wu, Tongshuang, et al.
Publicado: (2023)

Toward Automated Qualitative Analysis: Leveraging Large Language Models for Tutoring Dialogue Evaluation
por: Gu, Megan, et al.
Publicado: (2025)

Exploring Automated Keyword Mnemonics Generation with Large Language Models via Overgenerate-and-Rank
por: Lee, Jaewook, et al.
Publicado: (2024)

The Hidden Language of Harm: Examining the Role of Emojis in Harmful Online Communication and Content Moderation
por: Zhou, Yuhang, et al.
Publicado: (2025)

Language Models as Critical Thinking Tools: A Case Study of Philosophers
por: Ye, Andre, et al.
Publicado: (2024)

Emotionally Aware Moderation: The Potential of Emotion Monitoring in Shaping Healthier Social Media Conversations
por: Su, Xiaotian, et al.
Publicado: (2025)

Low-code LLM: Graphical User Interface over Large Language Models
por: Cai, Yuzhe, et al.
Publicado: (2023)

Low-resourced Languages and Online Knowledge Repositories: A Need-Finding Study
por: Nigatu, Hellina Hailu, et al.
Publicado: (2024)

AI vs. Human Judgment of Content Moderation: LLM-as-a-Judge and Ethics-Based Response Refusals
por: Pasch, Stefan
Publicado: (2025)