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What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression


Oct 16, 2021
Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Hassan Awadallah


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UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis


Oct 01, 2021
Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis


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A Conditional Generative Matching Model for Multi-lingual Reply Suggestion


Sep 15, 2021
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah


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Language Scaling for Universal Suggested Replies Model


Jun 04, 2021
Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang


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A Dataset and Baselines for Multilingual Reply Suggestion


Jun 03, 2021
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah

* ACL 2021 

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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning


Apr 16, 2021
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

* 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) 

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Learning with Weak Supervision for Email Intent Detection


May 26, 2020
Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan Dumais

* ACM SIGIR 2020 
* 10 pages, 3 figures 

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Differentially Private Set Union


Feb 22, 2020
Sivakanth Gopi, Pankaj Gulhane, Janardhan Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin

* 23 pages, 7 figures 

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Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder


Mar 25, 2019
Budhaditya Deb, Peter Bailey, Milad Shokouhi


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