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Efficient Meta Lifelong-Learning with Limited Memory


Oct 06, 2020
Zirui Wang, Sanket Vaibhav Mehta, Barnabás Póczos, Jaime Carbonell

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* Published as a main conference paper at EMNLP 2020 

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Soft Gazetteers for Low-Resource Named Entity Recognition


May 04, 2020
Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell

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* Accepted at ACL 2020 

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Improving Candidate Generation for Low-resource Cross-lingual Entity Linking


Mar 03, 2020
Shuyan Zhou, Shruti Rijhawani, John Wieting, Jaime Carbonell, Graham Neubig

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* Accepted to TACL 2020 

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StructSum: Incorporating Latent and Explicit Sentence Dependencies for Single Document Summarization


Mar 01, 2020
Vidhisha Balachandran, Artidoro Pagnoni, Jay Yoon Lee, Dheeraj Rajagopal, Jaime Carbonell, Yulia Tsvetkov

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Optimizing Data Usage via Differentiable Rewards


Nov 22, 2019
Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Graham Neubig, Jaime Carbonell

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Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework


Oct 13, 2019
Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, Jaime Carbonell

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* First two authors contributted equally. Source code is available at https://github.com/thespectrewithin/joint-align 

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Learning Rhyming Constraints using Structured Adversaries


Sep 15, 2019
Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime Carbonell, Taylor Berg-Kirkpatrick

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* EMNLP-IJCNLP 2019 Short Paper 

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XLNet: Generalized Autoregressive Pretraining for Language Understanding


Jun 19, 2019
Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Ruslan Salakhutdinov, Quoc V. Le

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* Pretrained models and code are available at https://github.com/zihangdai/xlnet 

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Domain Adaptation of Neural Machine Translation by Lexicon Induction


Jun 02, 2019
Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell

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* published at the 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019 

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