Allison Koenecke

Prof Asst
Cornell Tech Faculty · TECH

Allison Koenecke serves as Assistant Professor in Cornell Tech Faculty at Cornell University.

68 publications
1,205 citations
12 h-index
Social Sciences
Rising Papers (1)
2025-04-24 · Artificial Intelligence
"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
René F. KizilcecProf Assoc, Information Science DEPT · BCIS
29 citations · 41.0x expected for field
Top Papers (2)
2024-06-03 · arXiv (Cornell University) · Law
Careless Whisper: Speech-to-Text Hallucination Harms
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
265.7x expected for field · 82 citations
2025-06-23 · General Health Professions
A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms
René F. KizilcecProf Assoc, Information Science DEPT · BCIS
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
93.6x expected for field · 7 citations
Recent Papers (16)
2026-08-07 · arXiv (Cornell University) · Safety Research
Data Annotation as Measurement
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
Rene F. KizilcecProf Assoc, Information Science DEPT · BCIS
2026-06-25 · ArXiv.org · Artificial Intelligence
Addressing Auditing Pitfalls in Automatic Speech Recognition Technologies: A Case Study of People with Aphasia
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-06-25 · Statistics, Probability and Uncertainty
Scrutinizing Index-Based Risk Assessments: A Case Study in NYC Decision-making for Heat Emergency Management
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-06-25 · Safety Research
The Due Process Deficit: Auditing AI Governance in U.S. Higher Education
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-06-23 · ArXiv.org · Safety Research
Into the Unknown: Accounting for Missing Demographic Data when Mitigating Ad Delivery Skew
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-05-04 · arXiv (Cornell University) · Safety Research
A Critical Pragmatism Approach for Algorithmic Fairness: Lessons from Urban Planning Theory
Karen LevyProf Assoc, Information Science DEPT · BCIS
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-04-13 · Artificial Intelligence
Speech AI for All: The What, How, and Who of Measurement
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-04-13 · arXiv (Cornell University) · Safety Research
Fairness-in-the-Workflow: How Machine Learning Practitioners at Big Tech Companies Approach Fairness in Recommender Systems
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-03-16 · Nature Machine Intelligence · Artificial Intelligence
The case for stakeholder-driven AI auditing in automatic speech recognition
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-03-14 · Proceedings of the AAAI Conference on Artificial Intelligence · Health Informatics
Operationalizing Pluralistic Values in Large Language Model Alignment Reveals Trade-offs in Safety, Inclusivity, and Model Behavior
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2026-03-11 · arXiv (Cornell University) · Artificial Intelligence
LLMs in social services: How does chatbot accuracy affect human accuracy?
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2025-06-16
Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2024-06-03
Careless Whisper: Speech-to-Text Hallucination Harms
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2023-06-12
Augmented Datasheets for Speech Datasets and Ethical Decision-Making
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2023-06-12
Auditing Cross-Cultural Consistency of Human-Annotated Labels for Recommendation Systems
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH
2023-04-12
Potential for allocative harm in an environmental justice data tool
Allison KoeneckeProf Asst, Cornell Tech Faculty · TECH