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Ani Nenkova

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Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores

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Mar 01, 2024
Chantal Shaib, Joe Barrow, Jiuding Sun, Alexa F. Siu, Byron C. Wallace, Ani Nenkova

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How Much Annotation is Needed to Compare Summarization Models?

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Feb 28, 2024
Chantal Shaib, Joe Barrow, Alexa F. Siu, Byron C. Wallace, Ani Nenkova

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Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances

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Oct 25, 2023
Zhendong Chu, Ruiyi Zhang, Tong Yu, Rajiv Jain, Vlad I Morariu, Jiuxiang Gu, Ani Nenkova

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AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models

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Oct 23, 2023
Sicheng Zhu, Ruiyi Zhang, Bang An, Gang Wu, Joe Barrow, Zichao Wang, Furong Huang, Ani Nenkova, Tong Sun

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PDFTriage: Question Answering over Long, Structured Documents

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Sep 16, 2023
Jon Saad-Falcon, Joe Barrow, Alexa Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt

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Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness

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Jun 18, 2023
David Demeter, Oshin Agarwal, Simon Ben Igeri, Marko Sterbentz, Neil Molino, John M. Conroy, Ani Nenkova

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Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer

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May 20, 2023
Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark Riedl

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Learning the Visualness of Text Using Large Vision-Language Models

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May 11, 2023
Gaurav Verma, Ryan A. Rossi, Christopher Tensmeyer, Jiuxiang Gu, Ani Nenkova

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Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization

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Feb 23, 2023
Chieh-Yang Huang, Ting-Yao Hsu, Ryan Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, Clyde Lee Giles, Ting-Hao 'Kenneth' Huang

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MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding

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Nov 27, 2022
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu

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