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Efficient Meta Lifelong-Learning with Limited Memory



Zirui Wang , Sanket Vaibhav Mehta , Barnabás Póczos , Jaime Carbonell

* Published as a main conference paper at EMNLP 2020 

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Soft Gazetteers for Low-Resource Named Entity Recognition



Shruti Rijhwani , Shuyan Zhou , Graham Neubig , Jaime Carbonell

* Accepted at ACL 2020 

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



Shuyan Zhou , Shruti Rijhawani , John Wieting , Jaime Carbonell , Graham Neubig

* Accepted to TACL 2020 

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



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


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Optimizing Data Usage via Differentiable Rewards



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



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

* 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



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

* EMNLP-IJCNLP 2019 Short Paper 

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XLNet: Generalized Autoregressive Pretraining for Language Understanding



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

* 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



Junjie Hu , Mengzhou Xia , Graham Neubig , Jaime Carbonell

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

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