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Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5


Dec 01, 2022
Nghi D. Q. Bui, Yue Wang, Steven Hoi

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* need to revise 

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BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems


Nov 30, 2022
Guangsen Wang, Shafiq Joty, Junnan Li, Steven Hoi

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* Accompanying code documentation at https://opensource.salesforce.com/botsim/latest/index.html. arXiv admin note: text overlap with arXiv:2211.11982 

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BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems


Nov 30, 2022
Guangsen Wang, Samson Tan, Shafiq Joty, Gang Wu, Jimmy Au, Steven Hoi

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* Paper accepted by the EMNLP 2022 System Demo Track; We have open-sourced the toolkit at https://github.com/salesforce/botsim 

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DeepTIMe: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting


Jul 14, 2022
Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven Hoi

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Continual Normalization: Rethinking Batch Normalization for Online Continual Learning


Mar 30, 2022
Quang Pham, Chenghao Liu, Steven Hoi

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* International Conference on Learning Representations, 2022 

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BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation


Feb 15, 2022
Junnan Li, Dongxu Li, Caiming Xiong, Steven Hoi

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CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting


Feb 03, 2022
Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven Hoi

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ETSformer: Exponential Smoothing Transformers for Time-series Forecasting


Feb 03, 2022
Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven Hoi

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DualNet: Continual Learning, Fast and Slow


Oct 01, 2021
Quang Pham, Chenghao Liu, Steven Hoi

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