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Ninareh Mehrabi · SciRah

Researcher profile · Semantic Scholar

Ninareh Mehrabi

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Ninareh Mehrabi — researcher profile on SciRah

h-index: 15
Works: 46
Citations: 7,359

Most-cited papers

A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi, F. Morstatter, N. Saxena, Kristina Lerman +1 more
2019ACM Computing Surveys6,560 citations Open access
Semantic Scholar
FLIRT: Feedback Loop In-context Red Teaming
Ninareh Mehrabi, Palash Goyal, Christophe Dupuy, Qian Hu +5 more
2023Conference on Empirical Methods in Natural Language Processing103 citations Open access
Semantic Scholar
Exacerbating Algorithmic Bias through Fairness Attacks
Ninareh Mehrabi, Muhammad Naveed, F. Morstatter, A. Galstyan
2020AAAI Conference on Artificial Intelligence85 citations Open access
Semantic Scholar
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon Agi, Aaron Langford, Aayush Shah, Abhanshu Gupta +496 more
2025arXiv.org75 citations
Semantic Scholar
The steerability of large language models toward data-driven personas
Junyi Li, Ninareh Mehrabi, Charith Peris, Palash Goyal +4 more
2023North American Chapter of the Association for Computational Linguistics70 citations
Semantic Scholar
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition
Ninareh Mehrabi, Thamme Gowda, F. Morstatter, Nanyun Peng +1 more
2019ACM Conference on Hypertext & Social Media63 citations
Semantic Scholar
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources
Ninareh Mehrabi, Pei Zhou, F. Morstatter, J. Pujara +2 more
2021Conference on Empirical Methods in Natural Language Processing47 citations Open access
Semantic Scholar
Prompt Perturbation Consistency Learning for Robust Language Models
Yao Qiang, Subhrangshu Nandi, Ninareh Mehrabi, Greg Ver Steeg +3 more
2024Findings44 citations
Semantic Scholar
Robust Conversational Agents against Imperceptible Toxicity Triggers
Ninareh Mehrabi, Ahmad Beirami, F. Morstatter, A. Galstyan
2022North American Chapter of the Association for Computational Linguistics39 citations Open access
Semantic Scholar
Debiasing Community Detection: The Importance of Lowly Connected Nodes
Ninareh Mehrabi, F. Morstatter, Nanyun Peng, A. Galstyan
2019International Conference on Advances in Social Networks Analysis and Mining32 citations Open access
Semantic Scholar
DynamicGEM: A Library for Dynamic Graph Embedding Methods
Palash Goyal, Sujit Rokka Chhetri, Ninareh Mehrabi, Emilio Ferrara +1 more
2018arXiv.org30 citations
Semantic Scholar
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs
Elan Markowitz, Anil Ramakrishna, J. Dhamala, Ninareh Mehrabi +4 more
2024Annual Meeting of the Association for Computational Linguistics26 citations
Semantic Scholar
Resolving Ambiguities in Text-to-Image Generative Models
Ninareh Mehrabi, Palash Goyal, Apurv Verma, J. Dhamala +6 more
2023Annual Meeting of the Association for Computational Linguistics25 citations Open access
Semantic Scholar
Attributing Fair Decisions with Attention Interventions
Ninareh Mehrabi, Umang Gupta, F. Morstatter, G. V. Steeg +1 more
2021TRUSTNLP25 citations Open access
Semantic Scholar
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies
Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, J. Dhamala +5 more
2023NAACL-HLT20 citations Open access
Semantic Scholar
Strategize Globally, Adapt Locally: A Multi-Turn Red Teaming Agent with Dual-Level Learning
Si Chen, Xiao Yu, Ninareh Mehrabi, Rahul Gupta +2 more
2025arXiv.org15 citations
Semantic Scholar
Towards Multi-Objective Statistically Fair Federated Learning
Ninareh Mehrabi, Cyprien de Lichy, J. McKay, Xin He +1 more
2022arXiv.org14 citations
Semantic Scholar
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models
Fei Wang, Ninareh Mehrabi, Palash Goyal, Rahul Gupta +2 more
2024Conference on Empirical Methods in Natural Language Processing13 citations
Semantic Scholar
Are you talking to ['xem'] or ['x', 'em']? On Tokenization and Addressing Misgendering in LLMs with Pronoun Tokenization Parity
Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, J. Dhamala +4 more
2023arXiv.org11 citations
Semantic Scholar
Statistical Equity: A Fairness Classification Objective
Ninareh Mehrabi, Yuzhong Huang, F. Morstatter
2020arXiv.org10 citations
Semantic Scholar
Co-Evolving Agents: Learning from Failures as Hard Negatives
Yeonsung Jung, Trilok Padhi, S. Shaham, Dipika Khullar +3 more
2025arXiv.org9 citations
Semantic Scholar
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification
Tao Meng, Ninareh Mehrabi, Palash Goyal, Anil Ramakrishna +5 more
2024Conference on Empirical Methods in Natural Language Processing8 citations
Semantic Scholar
JAB: Joint Adversarial Prompting and Belief Augmentation
Ninareh Mehrabi, Palash Goyal, Anil Ramakrishna, J. Dhamala +5 more
2023arXiv.org8 citations
Semantic Scholar
Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models
Ninareh Mehrabi, Palash Goyal, Apurv Verma, J. Dhamala +6 more
2022arXiv.org8 citations Open access
Semantic Scholar
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time
Huihan Li, You Chen, Siyuan Wang, Yixin He +3 more
2025Conference on Empirical Methods in Natural Language Processing6 citations
Semantic Scholar
Evaluating the Critical Risks of Amazon's Nova Premier under the Frontier Model Safety Framework
Satyapriya Krishna, Ninareh Mehrabi, Abhinav Mohanty, Matteo Memelli +3 more
2025arXiv.org6 citations
Semantic Scholar
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning
Tanmay Parekh, Kartik Mehta, Ninareh Mehrabi, Kai-Wei Chang +1 more
2025Conference on Empirical Methods in Natural Language Processing6 citations
Semantic Scholar
Where Does Bias in Common Sense Knowledge Models Come From?
S. Melotte, Filip Ilievski, Linglan Zhang, A. Malte +3 more
2022IEEE Internet Computing6 citations Open access
Semantic Scholar
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
Tharindu Kumarage, Ninareh Mehrabi, Anil Ramakrishna, Xin-Yan Zhao +5 more
2025Annual Meeting of the Association for Computational Linguistics5 citations
Semantic Scholar
BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation
Lisa Bauer, Ninareh Mehrabi, Palash Goyal, Kai-Wei Chang +2 more
2024TRUSTNLP5 citations Open access
Semantic Scholar
Proceedings of the Third Workshop on Narrative Understanding
Gayatri Bhat, Avneesh Singh Saluja, Melody Dye, Michael Miller Yoder +496 more
20215 citations Open access
Semantic Scholar
The Leaky Pipeline in Physics Publishing
C. O. Ross, Aditya Gupta, Ninareh Mehrabi, Goran Murić +1 more
2020arXiv.org5 citations
Semantic Scholar
K-Edit: Language Model Editing with Contextual Knowledge Awareness
Elan Markowitz, Anil Ramakrishna, Ninareh Mehrabi, Charith Peris +3 more
2025arXiv.org4 citations
Semantic Scholar
MICo: Preventative Detoxification of Large Language Models through Inhibition Control
R. Siegelmann, Ninareh Mehrabi, Palash Goyal, P. Goyal +5 more
2024NAACL-HLT3 citations Open access
Semantic Scholar
Robust Persona-Aware Toxicity Detection with Prompt Optimization and Learned Ensembling
B. Atil, R. Passonneau, Ninareh Mehrabi
2026arXiv.org1 citations
Semantic Scholar
Asking Back: Interaction-Layer Antidistillation Watermarks
Guang Yang, Amir Ghasemian, Feng-Chen Liu, Zhong Wang +2 more
2026arXiv.org1 citations
Semantic Scholar
FERRET: Framework for Expansion Reliant Red Teaming
Ninareh Mehrabi, Vítor Albiero, Maya Pavlova, Joanna Bitton
2026arXiv.org1 citations
Semantic Scholar
Muse Spark Safety&Preparedness Report
Cristina Menghini, Peter Ney, Hamza Kwisaba, Zifan Wang +115 more
20261 citations
Semantic Scholar
Breaking the Benchmark: Revealing LLM Bias via Minimal Contextual Augmentation
Kaveh Eskandari Miandoab, M. Kamruzzaman, Arshia Gharooni, Gene Louis Kim +2 more
2025arXiv.org1 citations
Semantic Scholar
From Interpretability to Control: Insights from Six Years of the TrustNLP Workshop
Rahul Gupta, Abhinav Mohanty, Anaelia Ovalle, Anil Ramakrishna +9 more
20260 citations
Semantic Scholar
SWAN: Semantic Watermarking with Abstract Meaning Representation
Ziping Ye, Gourab Dey, Christos Christodoulopoulos, Charith Peris +6 more
2026Annual Meeting of the Association for Computational Linguistics0 citations Open access
Semantic Scholar
Breaking the Benchmark: Revealing LLM Bias via Minimal Contextual Augmentation
Kaveh Eskandari Miandoab, M. Kamruzzaman, Arshia Gharooni, Gene Louis Kim +2 more
2026International Conference on Language Resources and Evaluation0 citations
Semantic Scholar
X-AgentRed: Red-Teaming Personal Agents in Evolving Multi-Service Ecosystems
Yeonsung Jung, Zhi-Yuan Wang, Zi-Fan Wang, Vítor Albiero +4 more
20260 citations
Semantic Scholar
Asymmetric Phase Coding Audio Watermarking
Guang Yang, Amir Ghasemian, Ninareh Mehrabi, Homa Hosseinmardi
2026arXiv.org0 citations
Semantic Scholar
On Localizing and Deleting Toxic Memories in Large Language Models
Anubrata Das, Manoj Kumar, Ninareh Mehrabi, Anil Ramakrishna +5 more
2025North American Chapter of the Association for Computational Linguistics0 citations Open access
Semantic Scholar
Kaleidoscopic Teaming in Multi Agent Simulations
Ninareh Mehrabi, Tharindu Kumarage, Kai-Wei Chang, A. Galstyan +1 more
2025arXiv.org0 citations
Semantic Scholar

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Anil Ramakrishna×9

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