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The Curious Case of Absolute Position Embeddings


Oct 23, 2022
Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams

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* Accepted at EMNLP 2022 Findings; 5 pages and 15 pages Appendix 

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Questions Are All You Need to Train a Dense Passage Retriever


Jun 21, 2022
Devendra Singh Sachan, Mike Lewis, Dani Yogatama, Luke Zettlemoyer, Joelle Pineau, Manzil Zaheer

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Improving Passage Retrieval with Zero-Shot Question Generation


Apr 15, 2022
Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer

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New Insights on Reducing Abrupt Representation Change in Online Continual Learning


Mar 08, 2022
Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky

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* Accepted at ICLR 2022. Code Available at https://github.com/pclucas14/AML 

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Robust Policy Learning over Multiple Uncertainty Sets


Mar 04, 2022
Annie Xie, Shagun Sodhani, Chelsea Finn, Joelle Pineau, Amy Zhang

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* Project webpage at https://sites.google.com/view/sirsa-public/home 

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Estimating causal effects with optimization-based methods: A review and empirical comparison


Feb 28, 2022
Martin Cousineau, Vedat Verter, Susan A. Murphy, Joelle Pineau

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* European Journal of Operational Research, 2022, 14 pages 
* In Press, Corrected Proof 

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Efficient Continual Learning Ensembles in Neural Network Subspaces


Feb 20, 2022
Thang Doan, Seyed Iman Mirzadeh, Joelle Pineau, Mehrdad Farajtabar

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A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions


Jan 05, 2022
Anthony GX-Chen, Veronica Chelu, Blake A. Richards, Joelle Pineau

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* 18 pages, 6 figures, 2 tables. Preprint. Accepted by AAAI-22 

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Block Contextual MDPs for Continual Learning


Oct 13, 2021
Shagun Sodhani, Franziska Meier, Joelle Pineau, Amy Zhang

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* 26pages, Under Review 

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