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Prompt Consistency for Zero-Shot Task Generalization



Chunting Zhou , Junxian He , Xuezhe Ma , Taylor Berg-Kirkpatrick , Graham Neubig

* Preprint. Code is available at https://github.com/violet-zct/swarm-distillation-zero-shot 

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Towards a Unified View of Parameter-Efficient Transfer Learning



Junxian He , Chunting Zhou , Xuezhe Ma , Taylor Berg-Kirkpatrick , Graham Neubig

* under review 

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Distributionally Robust Multilingual Machine Translation



Chunting Zhou , Daniel Levy , Xian Li , Marjan Ghazvininejad , Graham Neubig

* Long paper accepted by EMNLP2021 main conference 

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Examining and Combating Spurious Features under Distribution Shift



Chunting Zhou , Xuezhe Ma , Paul Michel , Graham Neubig

* Accepted by ICML2021 

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Luna: Linear Unified Nested Attention



Xuezhe Ma , Xiang Kong , Sinong Wang , Chunting Zhou , Jonathan May , Hao Ma , Luke Zettlemoyer

* Preprint. 2 figures, 6 tables 

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Learning Structures for Deep Neural Networks



Jinhui Yuan , Fei Pan , Chunting Zhou , Tao Qin , Tie-Yan Liu


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Detecting Hallucinated Content in Conditional Neural Sequence Generation



Chunting Zhou , Jiatao Gu , Mona Diab , Paco Guzman , Luke Zettlemoyer , Marjan Ghazvininejad

* Under review 

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Understanding Knowledge Distillation in Non-autoregressive Machine Translation



Chunting Zhou , Graham Neubig , Jiatao Gu


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FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow



Xuezhe Ma , Chunting Zhou , Xian Li , Graham Neubig , Eduard Hovy

* EMNLP 2019 
* Accepted by EMNLP 2019 (Long Paper) 

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