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Label Semantic Aware Pre-training for Few-shot Text Classification


Apr 14, 2022
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth

* Accepted at ACL 2022 

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Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings


Oct 06, 2021
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour

* EMNLP 2021 

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Nearest Neighbour Few-Shot Learning for Cross-lingual Classification


Sep 06, 2021
M Saiful Bari, Batool Haider, Saab Mansour

* The 2021 Conference on Empirical Methods in Natural Language Processing 

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Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer


Jul 21, 2021
Weijia Xu, Batool Haider, Jason Krone, Saab Mansour

* MetaNLP at ACL 2021 

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End-to-End Slot Alignment and Recognition for Cross-Lingual NLU


Apr 29, 2020
Weijia Xu, Batool Haider, Saab Mansour


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