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Interactive Model Cards: A Human-Centered Approach to Model Documentation


May 05, 2022
Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani

* To appear at ACM FAccT'22 

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iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models


Mar 08, 2022
Jun Yuan, Jesse Vig, Nazneen Rajani

* Accepted at IUI 2022, 11 pages, 6 figures 

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P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts


Oct 14, 2021
Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani

* 15 pages, 6 figures, 4 tables 

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Stage-wise Fine-tuning for Graph-to-Text Generation


May 30, 2021
Qingyun Wang, Semih Yavuz, Victoria Lin, Heng Ji, Nazneen Rajani

* 10 pages, Accepted by Proceedings of ACL-IJCNLP 2021 Student Research Workshop, Code and Resources at https://github.com/EagleW/Stage-wise-Fine-tuning 

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BookSum: A Collection of Datasets for Long-form Narrative Summarization


May 18, 2021
Wojciech Kryściński, Nazneen Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir Radev

* 19 pages, 12 tables, 3 figures 

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Robustness Gym: Unifying the NLP Evaluation Landscape


Jan 13, 2021
Karan Goel, Nazneen Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré

* 34 pages, 8 figures, 6 tables 

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CTRLsum: Towards Generic Controllable Text Summarization


Dec 08, 2020
Junxian He, Wojciech Kryściński, Bryan McCann, Nazneen Rajani, Caiming Xiong

* Preprint 

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What's New? Summarizing Contributions in Scientific Literature


Nov 09, 2020
Hiroaki Hayashi, Wojciech Kryściński, Bryan McCann, Nazneen Rajani, Caiming Xiong

* 9 pages, 5 tables, 2 figures 

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CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers


Oct 24, 2020
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong


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