82 citations · 134 across the 6 of their papers we have counts for
7 papers
Procedural Collapse: A Structural Account of Disengagement in LLM-Assisted Writing
JaeWon Kim, Katelyn X. Mei
When students use large language models for writing, the dominant explanation for disengagement is dispositional: they are over-reliant, and the remedy is to scaffold self-regulati…
Leveraging Hierarchical Organization for Medical Multi-document Summarization
Yi-Li Hsu, Katelyn X. Mei, Lucy Lu Wang
Medical multi-document summarization (MDS) is a complex task that requires effectively managing cross-document relationships. This paper investigates whether incorporating hierarch…
Addressing Pitfalls in Auditing Practices of Automatic Speech Recognition Technologies: A Case Study of People with Aphasia
Katelyn Xiaoying Mei, Anna Seo Gyeong Choi, Hilke Schellmann +2
Automatic Speech Recognition (ASR) systems' growing use warrants robust auditing approaches to ensure equitable transcription quality, especially for people with speech disorders l…
Passing the Buck to AI: How Individuals' Decision-Making Patterns Affect Reliance on AI
Katelyn Xiaoying Mei, Rock Yuren Pang, Alex Lyford +2
Psychological research has identified different patterns individuals have while making decisions, such as vigilance (making decisions after thorough information gathering), hypervi…
Designing AI Systems that Augment Human Performed vs. Demonstrated Critical Thinking
Katelyn Xiaoying Mei, Nic Weber
The recent rapid advancement of LLM-based AI systems has accelerated our search and production of information. While the advantages brought by these systems seemingly improve the p…
Careless Whisper: Speech-to-Text Hallucination Harms
Allison Koenecke, Anna Seo Gyeong Choi, Katelyn X. Mei +2
Speech-to-text services aim to transcribe input audio as accurately as possible. They increasingly play a role in everyday life, for example in personal voice assistants or in cust…
Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks
Katelyn X. Mei, Sonia Fereidooni, Aylin Caliskan
The rapid deployment of artificial intelligence (AI) models demands a thorough investigation of biases and risks inherent in these models to understand their impact on individuals…