Allison Koenecke

46 papers A* 4A 1Journal 26Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Fairness-in-the-Workflow: How Machine Learning Practitioners at Big Tech Companies Approach Fairness in Recommender Systems. CHI Jing Nathan Yan, Emma Harvey, Junxiong Wang, Jeffrey M. Rzeszotarski, Allison Koenecke
2026	J	`jnl`	LLMs in social services: How does chatbot accuracy affect human accuracy? CoRR Jennah Gosciak, Eric Giannella, Zhaowen Guo, Michael Chen, Allison Koenecke
2026	A*	`conf`	Operationalizing Pluralistic Values in Large Language Model Alignment Reveals Trade-offs in Safety, Inclusivity, and Model Behavior. AAAI Dalia Ali, Dora Zhao, Allison Koenecke, Orestis Papakyriakopoulos
2026	—	`conf`	Speech AI for All: The What, How, and Who of Measurement. CHI Extended Abstracts Kimi Wenzel, Alisha Pradhan, Maria Teleki, Tobias M. Weinberg, Robin Netzorg, Alyssa Hillary Zisk, Anna Seo Gyeong Choi, Jingjin Li, Raja Kushalnagar, Colin Lea, Abraham Glasser, Christian Vogler, Ly Xinzhèn M. Zhangsun Brown, Nan Bernstein Ratner, Allison Koenecke, Karen Nakamura, Shaomei Wu
2025	A*	`conf`	"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education. CHI Emma Harvey, Allison Koenecke, René F. Kizilcec
2025	J	`jnl`	"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education. CoRR Emma Harvey, Allison Koenecke, René F. Kizilcec
2025	—	`conf`	A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms. FAccT Emma Harvey, René F. Kizilcec, Allison Koenecke
2025	J	`jnl`	A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms. CoRR Emma Harvey, René F. Kizilcec, Allison Koenecke
2025	J	`jnl`	Addressing Pitfalls in Auditing Practices of Automatic Speech Recognition Technologies: A Case Study of People with Aphasia. CoRR Katelyn Xiaoying Mei, Anna Seo Gyeong Choi, Hilke Schellmann, Mona Sloane, Allison Koenecke
2025	—	`conf`	Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks. EMNLP (Findings) Eileen Pan, Anna Seo Gyeong Choi, Maartje ter Hoeve, Skyler Seto, Allison Koenecke
2025	J	`jnl`	Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks. CoRR Eileen Pan, Anna Seo Gyeong Choi, Maartje ter Hoeve, Skyler Seto, Allison Koenecke
2025	J	`jnl`	As Government Outsources More IT, Highly Skilled In-House Technologists Are More Essential. Commun. ACM Isabel Corpus, Eric Giannella, Allison Koenecke, Don Moynihan
2025	—	`conf`	Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments. FAccT Jennah Gosciak, Aparna Balagopalan, Derek Ouyang, Allison Koenecke, Marzyeh Ghassemi, Daniel E. Ho
2025	J	`jnl`	Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments. CoRR Jennah Gosciak, Aparna Balagopalan, Derek Ouyang, Allison Koenecke, Marzyeh Ghassemi, Daniel E. Ho
2025	—	`conf`	Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinese. FAccT Hanjia Lyu, Jiebo Luo, Jian Kang, Allison Koenecke
2025	J	`jnl`	Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinese. CoRR Hanjia Lyu, Jiebo Luo, Jian Kang, Allison Koenecke
2025	—	`conf`	Evaluating an AI Tutor for Bias Across Different Foundation Models. AIED (6) Aditya Vinodh, Emma Harvey, Husni Almoubayyed, Renzhe Yu, Christopher Brooks, Allison Koenecke, René F. Kizilcec
2025	J	`jnl`	Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems. CoRR Jing Nathan Yan, Junxiong Wang, Jeffrey M. Rzeszotarski, Allison Koenecke
2025	J	`jnl`	Introducing AI to an Online Petition Platform Changed Outputs but not Outcomes. CoRR Isabel Corpus, Eric Gilbert, Allison Koenecke, Mor Naaman
2025	J	`jnl`	Operationalizing Pluralistic Values in Large Language Model Alignment Reveals Trade-offs in Safety, Inclusivity, and Model Behavior. CoRR Dalia Ali, Dora Zhao, Allison Koenecke, Orestis Papakyriakopoulos
2025	—	`conf`	SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation. ACL (1) Wenyu Zhang, Wei En Ng, Lixin Ma, Yuwen Wang, Junqi Zhao, Allison Koenecke, Boyang Li, Lu Wang
2025	—	`conf`	Speech AI for All: Promoting Accessibility, Fairness, Inclusivity, and Equity. CHI Extended Abstracts Shaomei Wu, Kimi Wenzel, Jingjin Li, Qisheng Li, Alisha Pradhan, Raja S. Kushalnagar, Colin Lea, Allison Koenecke, Christian Vogler, Mark Hasegawa-Johnson, Norman Makoto Su, Nan Bernstein Ratner
2025	J	`jnl`	Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification. CoRR Allison Koenecke, Edward H. Stiglitz, David Mimno, Matthew Wilkens
2024	—	`conf`	Automate or Assist? The Role of Computational Models in Identifying Gendered Discourse in US Capital Trial Transcripts. AIES (1) Andrea W. Wen-Yi, Kathryn Adamson, Nathalie Greenfield, Rachel Goldberg, Sandra Babcock, David Mimno, Allison Koenecke
2024	J	`jnl`	Automate or Assist? The Role of Computational Models in Identifying Gendered Discourse in US Capital Trial Transcripts. CoRR Andrea W. Wen-Yi, Kathryn Adamson, Nathalie Greenfield, Rachel Goldberg, Sandra Babcock, David Mimno, Allison Koenecke
2024	—	`conf`	Careless Whisper: Speech-to-Text Hallucination Harms. FAccT Allison Koenecke, Anna Seo Gyeong Choi, Katelyn Xiaoying Mei, Hilke Schellmann, Mona Sloane
2024	J	`jnl`	Careless Whisper: Speech-to-Text Hallucination Harms. CoRR Allison Koenecke, Anna Seo Gyeong Choi, Katelyn Mei, Hilke Schellmann, Mona Sloane
2024	J	`jnl`	Mitigating allocative tradeoffs and harms in an environmental justice data tool. Nat. Mac. Intell. Benjamin Q. Huynh, Elizabeth T. Chin, Allison Koenecke, Derek Ouyang, Daniel E. Ho, Mathew V. Kiang, David H. Rehkopf
2023	—	`conf`	Auditing Cross-Cultural Consistency of Human-Annotated Labels for Recommendation Systems. FAccT Rock Yuren Pang, Jack Cenatempo, Franklyn Graham, Bridgette Kuehn, Maddy Whisenant, Portia K. Botchway, Katie Stone Perez, Allison Koenecke
2023	J	`jnl`	Auditing Cross-Cultural Consistency of Human-Annotated Labels for Recommendation Systems. CoRR Rock Yuren Pang, Jack Cenatempo, Franklyn Graham, Bridgette Kuehn, Maddy Whisenant, Portia K. Botchway, Katie Stone Perez, Allison Koenecke
2023	—	`conf`	Augmented Datasheets for Speech Datasets and Ethical Decision-Making. FAccT Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, William Thong, Dora Zhao, Jerone Theodore Alexander Andrews, Rebecca Bourke, Alice Xiang, Allison Koenecke
2023	J	`jnl`	Augmented Datasheets for Speech Datasets and Ethical Decision-Making. CoRR Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, Jerone Theodore Alexander Andrews, Rebecca Bourke, William Thong, Dora Zhao, Alice Xiang, Allison Koenecke
2023	A	`conf`	Popular Support for Balancing Equity and Efficiency in Resource Allocation: A Case Study in Online Advertising to Increase Welfare Program Awareness. ICWSM Allison Koenecke, Eric Giannella, Robb Willer, Sharad Goel
2023	J	`jnl`	Popular Support for Balancing Equity and Efficiency in Resource Allocation: A Case Study in Online Advertising to Increase Welfare Program Awareness. CoRR Allison Koenecke, Eric Giannella, Robb Willer, Sharad Goel
2023	J	`jnl`	Potential for allocative harm in an environmental justice data tool. CoRR Benjamin Q. Huynh, Elizabeth T. Chin, Allison Koenecke, Derek Ouyang, Daniel E. Ho, Mathew V. Kiang, David H. Rehkopf
2023	A*	`conf`	Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations. NeurIPS Hammaad Adam, Fan Yin, Huibin Hu, Neil A. Tenenholtz, Lorin Crawford, Lester Mackey, Allison Koenecke
2023	J	`jnl`	Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations. CoRR Hammaad Adam, Fan Yin, Mary Hu, Neil A. Tenenholtz, Lorin Crawford, Lester Mackey, Allison Koenecke
2022	—	`conf`	Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis. FAccT J. D. Zamfirescu-Pereira, Jerry Chen, Emily Wen, Allison Koenecke, Nikhil Garg, Emma Pierson
2022	J	`jnl`	Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis. CoRR J. D. Zamfirescu-Pereira, Jerry Chen, Emily Wen, Allison Koenecke, Nikhil Garg, Emma Pierson
2021	J	`jnl`	Federated Causal Inference in Heterogeneous Observational Data. CoRR Ruoxuan Xiong, Allison Koenecke, Michael A. Powell, Zhu Shen, Joshua T. Vogelstein, Susan Athey
2020	—	`conf`	Learning Twitter User Sentiments on Climate Change with Limited Labeled Data. ICWSM Workshops Allison Koenecke, Jordi Feliu-Fabà
2020	J	`jnl`	Racial disparities in automated speech recognition. Proc. Natl. Acad. Sci. USA Allison Koenecke, Andrew Nam, Emily Lake, Joe Nudell, Minnie Quartey, Zion Mengesha, Connor Toups, John R. Rickford, Dan Jurafsky, Sharad Goel
2020	J	`jnl`	Synthetic Data Generation for Economists. CoRR Allison Koenecke, Hal R. Varian
2019	—	`conf`	Curriculum Learning in Deep Neural Networks for Financial Forecasting. MIDAS@PKDD Allison Koenecke, Amita Gajewar
2019	J	`jnl`	Curriculum Learning in Deep Neural Networks for Financial Forecasting. CoRR Allison Koenecke, Amita Gajewar
2019	J	`jnl`	Learning Twitter User Sentiments on Climate Change with Limited Labeled Data. CoRR Allison Koenecke, Jordi Feliu-Fabà