33 citations · 78 across the 24 of their papers we have counts for
4 papers · 1 filter
STORYSUMM: Evaluating Faithfulness in Story Summarization
Melanie Subbiah, Faisal Ladhak, Akankshya Mishra +3
Human evaluation has been the gold standard for checking faithfulness in abstractive summarization. However, with a challenging source domain like narrative, multiple annotators ca…
Scrolly2Reel: Retargeting Graphics for Social Media Using Narrative Beats
Duy K. Nguyen, Jenny Ma, Pedro Alejandro Perez +1
Content retargeting is crucial for social media creators. Once great content is created, it is important to reach as broad an audience as possible. This is particularly important i…
Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers
Melanie Subbiah, Sean Zhang, Lydia B. Chilton +1
We evaluate recent Large Language Models (LLMs) on the challenging task of summarizing short stories, which can be lengthy, and include nuanced subtext or scrambled timelines. Impo…
Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflow
Tao Long, Katy Ilonka Gero, Lydia B. Chilton
Generative AI brings novel and impressive abilities to help people in everyday tasks. There are many AI workflows that solve real and complex problems by chaining AI outputs togeth…