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Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog


Apr 11, 2021
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad


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Detecting Hallucinated Content in Conditional Neural Sequence Generation


Nov 05, 2020
Chunting Zhou, Jiatao Gu, Mona Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad

* Under review 

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Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation


Oct 24, 2020
Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev, Yashar Mehdad


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DeLighT: Very Deep and Light-weight Transformer


Aug 03, 2020
Sachin Mehta, Marjan Ghazvininejad, Srinivasan Iyer, Luke Zettlemoyer, Hannaneh Hajishirzi

* 16 pages including references and appendix 

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Pre-training via Paraphrasing


Jun 26, 2020
Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer


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Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation


Apr 30, 2020
Asa Cooper Stickland, Xian Li, Marjan Ghazvininejad


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Aligned Cross Entropy for Non-Autoregressive Machine Translation


Apr 03, 2020
Marjan Ghazvininejad, Vladimir Karpukhin, Luke Zettlemoyer, Omer Levy


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Semi-Autoregressive Training Improves Mask-Predict Decoding


Jan 23, 2020
Marjan Ghazvininejad, Omer Levy, Luke Zettlemoyer


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Multilingual Denoising Pre-training for Neural Machine Translation


Jan 23, 2020
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer

* Work in progress 

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Parallel Machine Translation with Disentangled Context Transformer


Jan 15, 2020
Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu


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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension


Oct 29, 2019
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, Luke Zettlemoyer


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Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation


Jun 11, 2019
Nima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad, Kevin Knight, Jonathan May

* Accepted in ACL 2019 

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Constant-Time Machine Translation with Conditional Masked Language Models


Apr 19, 2019
Marjan Ghazvininejad, Omer Levy, Yinhan Liu, Luke Zettlemoyer


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Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation


Feb 05, 2019
Vladimir Karpukhin, Omer Levy, Jacob Eisenstein, Marjan Ghazvininejad


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A Knowledge-Grounded Neural Conversation Model


Feb 07, 2017
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley

* 10 pages 

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Learning and Optimization with Submodular Functions


May 07, 2015
Bharath Sankaran, Marjan Ghazvininejad, Xinran He, David Kale, Liron Cohen

* Tech Report - USC Computer Science CS-599, Convex and Combinatorial Optimization 

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