Koenecke, Allison
- "Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education
2025/02/20 by Emma Harvey, Allison Koenecke, Harvey, Emma +4 · 4 voices · 10 citations
Social Sciences · #Educator Training and Historical Pedagogy #cs.CY
- Federated Causal Inference in Heterogeneous Observational Data
2021/07/25 by Xiong, Ruoxuan, Koenecke, Allison, Powell, Michael +3 · 5 citations
#Econometrics (econ.EM) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Methodology (stat.ME) #Quantitative Methods (q-bio.QM)
- SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation
2024/12/17 by Zhang, Wenyu, Ng, Wei En, Ma, Lixin +5 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinese
2025/05/28 by Hanjia Lyu, Jiebo Luo, Lyu, Hanjia +5 · 1 voice · 6 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Authorship Attribution and Profiling #Text Readability and Simplification #cs.CL #cs.CY
- Popular Support for Balancing Equity and Efficiency in Resource Allocation: A Case Study in Online Advertising to Increase Welfare Program Awareness
2023/04/17 by Allison Koenecke, Koenecke, Allison, Eric Giannella +5 · 1 citation
Health Professions · Mathematics · Medicine · #Advanced Causal Inference Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Medication Adherence and Compliance #Mobile Health and mHealth Applications
- A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms
2025/06/04 by Emma Harvey, René F. Kizilcec, Rene F. Kizilcec +4 · 2 voices · 2 citations
Computer Science · #AI in Service Interactions #Spam and Phishing Detection #Natural Language Processing Techniques
- Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations
2023/06/20 by Adam, Hammaad, Yin, Fan, Huibin +5 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Introducing AI to an Online Petition Platform Changed Outputs but not Outcomes
2025/11/17 by Isabel Corpus, Eric Gilbert, Corpus, Isabel +5 · 3 voices
Social Sciences · #Misinformation and Its Impacts #Ethics and Social Impacts of AI #Computational and Text Analysis Methods
- Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments
2025/06/16 by Jennah Gosciak, Aparna Balagopalan, Gosciak, Jennah +9 · 2 voices
#cs.CY
- Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks
2025/10/01 by Eileen Pan, Anna Seo Gyeong Choi, Pan, Eileen +7 · 2 voices
Computer Science · Social Sciences · #Artificial Intelligence in Law #Semantic Web and Ontologies #Statistical and Computational Modeling #cs.CL
- Addressing Pitfalls in Auditing Practices of Automatic Speech Recognition Technologies: A Case Study of People with Aphasia
2025/06/10 by Katelyn Xiaoying Mei, Anna Seo Gyeong Choi, Mei, Katelyn Xiaoying +7 · 1 voice · 1 citation
#cs.CY #cs.CL #cs.SD #eess.AS