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AI & the writer
My thesis asks how writers use computer-generated text. In particular I look at constrained, creative writing tasks, like metaphors and science writing. I've developed new interfaces and technologies that generate text for writers, as well as studied existing systems. I'm currently conducting an interview study that asks how writers' feelings about being influenced change when the influence comes from a person versus a computer.
Problems with large language models
As large language models have begun to swallow up research on text generation, I've become increasingly concerned with their problems. I'm interested in developing tools that give end-users the ability to understand bias in text generation for their particular use case, as well as foundational work on using smaller models with well-understood datasets.
研究兴趣
论文共 23 篇作者统计合作学者相似作者
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Sibusiso Biyela, Kanta Dihal,Katy Ilonka Gero,Daphne Ippolito,Filippo Menczer,Mike S. Schäfer,Hiromi M. Yokoyama
Nature Reviews Physicsno. 3 (2024): 162-165
CHIpp.245:1-245:15, (2023)
Tao Long, Dorothy Zhang, Grace Li, Batool Taraif,Samia Menon, Kynnedy Simone Smith,Sitong Wang,Katy Ilonka Gero,Lydia B. Chilton
CoRR (2023)
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CHI Extended Abstractspp.1-5, (2023)
Nature Machine Intelligenceno. 6 (2023): 565-567
PROCEEDINGS OF THE FIRST WORKSHOP ON INTELLIGENT AND INTERACTIVE WRITING ASSISTANTS (IN2WRITING 2022) (2022): 11-24
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