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Nicholas Pangakis

Observed names: Nicholas J Pangakis, Pangakis, Nicholas, Pangakis, Nicholas, James
ORCID: 0009-0003-0178-4855
Observed ORCID: 0009-0003-0178-4855
OpenAlex ID: A5092081387
Automated Annotation with Generative AI Requires Validation
2023 · Pangakis, Nicholas, Wolken, Samuel, et al. · arXiv (Cornell University) · 47
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Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels
2024 · Nicholas Pangakis, Sam Wolken · Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) · 36
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Taxonomizing Representational Harms using Speech Act Theory
2025 · Emily Corvi, Hannah Washington, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 6
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Taxonomizing Representational Harms using Speech Act Theory
2025 · Corvi, Emily, Washington, Hannah, et al. · arXiv (Cornell University) · 1
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Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
2025 · Wallach, Hanna, Desai, Meera, et al. · arXiv (Cornell University) · 1
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Evaluating Generative AI Systems is a Social Science Measurement Challenge
2024 · Wallach, Hanna, Desai, Meera, et al. · arXiv (Cornell University) · 1
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What AI Benchmarks Actually Measure: Adapting Convergent and Discriminant Validity to Interrogate Fifty-Six AI Benchmarks
2026 · Desai, Meera, Truong, Sang T., et al. · arXiv (Cornell University)
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ASSERT: A Measurement Pipeline for GenAI Audits
2026 · Riccardo Fogliato, Abhinav Palia, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Fleeing for Their Lives: Reconsidering How Americans View Immigrants’ Reasons for Migrating
2025 · Nicholas Pangakis · Public Opinion Quarterly
Human-Centered AI in Computational Social Science: Evaluating Automated Annotation with Large Language Models
2025 · Pangakis, Nicholas, James · ScholarlyCommons (University of Pennsylvania)
A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts
2024 · Chouldechova, Alexandra, Atalla, Chad, et al. · arXiv (Cornell University)
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Repository for "Human-centered AI in Computational Social Science: Evaluating Automated Annotation with Large Language Models"
2023 · Pangakis, Nicholas · Harvard Dataverse
Works count: 15
Citation count: 92
H-index: 3
I10-index: 2
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