Search Results for author: Katelyn X. Mei

Found 2 papers, 2 papers with code

Careless Whisper: Speech-to-Text Hallucination Harms

1 code implementation12 Feb 2024 Allison Koenecke, Anna Seo Gyeong Choi, Katelyn X. Mei, Hilke Schellmann, Mona Sloane

We then study why hallucinations occur by observing the disparities in hallucination rates between speakers with aphasia (who have a lowered ability to express themselves using speech and voice) and a control group.

Hallucination Language Modelling +2

Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks

1 code implementation8 Jun 2023 Katelyn X. Mei, Sonia Fereidooni, Aylin Caliskan

We investigate bias against these groups in English pre-trained Masked Language Models (MLMs) and their downstream sentiment classification tasks.

Sentiment Analysis Sentiment Classification

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