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Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values


Oct 14, 2022
Yejin Bang, Tiezheng Yu, Andrea Madotto, Zhaojiang Lin, Mona Diab, Pascale Fung


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Text Characterization Toolkit


Oct 04, 2022
Daniel Simig, Tianlu Wang, Verna Dankers, Peter Henderson, Khuyagbaatar Batsuren, Dieuwke Hupkes, Mona Diab


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Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification


Sep 30, 2022
Muhammad ElNokrashy, Badr AlKhamissi, Mona Diab

* 7 pages, 7 figures 

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ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection


May 25, 2022
Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona Diab

* Preprint 

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GisPy: A Tool for Measuring Gist Inference Score in Text


May 25, 2022
Pedram Hosseini, Christopher R. Wolfe, Mona Diab, David A. Broniatowski

* Accepted to the 4th Workshop on Narrative Understanding @ NAACL 2022 

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Consistent Human Evaluation of Machine Translation across Language Pairs


May 17, 2022
Daniel Licht, Cynthia Gao, Janice Lam, Francisco Guzman, Mona Diab, Philipp Koehn

* 10 pages 

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Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech Classification


May 16, 2022
Badr AlKhamissi, Mona Diab

* Accepted at the 5th Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT5/LREC 2022) 

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OPT: Open Pre-trained Transformer Language Models


May 05, 2022
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona Diab, Xian Li, Xi Victoria Lin, Todor Mihaylov, Myle Ott, Sam Shleifer, Kurt Shuster, Daniel Simig, Punit Singh Koura, Anjali Sridhar, Tianlu Wang, Luke Zettlemoyer


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A Review on Language Models as Knowledge Bases


Apr 12, 2022
Badr AlKhamissi, Millicent Li, Asli Celikyilmaz, Mona Diab, Marjan Ghazvininejad

* Preprint 

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CALCS 2021 Shared Task: Machine Translation for Code-Switched Data


Feb 19, 2022
Shuguang Chen, Gustavo Aguilar, Anirudh Srinivasan, Mona Diab, Thamar Solorio


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