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ALMA: Alignment with Minimal Annotation
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2024
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Michihiro Yasunaga
Leonid Shamis
Chunting Zhou
Andrew Cohen
Jason Weston
Luke Zettlemoyer
Marjan Ghazvininejad
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JPEG-LM: LLMs as Image Generators with Canonical Codec Representations
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2024
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Xiaochuang Han
Marjan Ghazvininejad
Pang Wei Koh
Yulia Tsvetkov
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David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs
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2024
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Xiaochuang Han
Sachin Kumar
Yulia Tsvetkov
Marjan Ghazvininejad
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XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
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2023
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Davis Liang
Hila Gonen
Yuning Mao
Rui Hou
Naman Goyal
Marjan Ghazvininejad
Luke Zettlemoyer
Madian Khabsa
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Representation Deficiency in Masked Language Modeling
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2023
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Meng Yu
Jitin Krishnan
Sinong Wang
Qifan Wang
Yuning Mao
Fang Han
Marjan Ghazvininejad
Jiawei Han
Luke Zettlemoyer
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Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation
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2023
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Marjan Ghazvininejad
Hila Gonen
Luke Zettlemoyer
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SSD-2: Scaling and Inference-time Fusion of Diffusion Language Models
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2023
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Xiaochuang Han
Sachin Kumar
Yulia Tsvetkov
Marjan Ghazvininejad
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In-context Examples Selection for Machine Translation
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2023
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Sweta Agrawal
Chunting Zhou
Michael Lewis
Luke Zettlemoyer
Marjan Ghazvininejad
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PDF
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XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
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2023
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Davis Liang
Hila Gonen
Yuning Mao
Rui Hou
Naman Goyal
Marjan Ghazvininejad
Luke Zettlemoyer
Madian Khabsa
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PDF
Chat
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BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation
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2022
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Eleftheria Briakou
Sida Wang
Luke Zettlemoyer
Marjan Ghazvininejad
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A Review on Language Models as Knowledge Bases
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2022
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Badr AlKhamissi
Millicent Li
Aslı Çelikyılmaz
Mona Diab
Marjan Ghazvininejad
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Natural Language to Code Translation with Execution
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2022
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Freda Shi
Daniel Fried
Marjan Ghazvininejad
Luke Zettlemoyer
Sida I. Wang
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In-context Examples Selection for Machine Translation
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2022
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Sweta Agrawal
Chunting Zhou
Michael Lewis
Luke Zettlemoyer
Marjan Ghazvininejad
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PDF
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Discourse-Aware Soft Prompting for Text Generation
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2022
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Marjan Ghazvininejad
Vladimir Karpukhin
Vera Gor
Aslı Çelikyılmaz
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PDF
Chat
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Natural Language to Code Translation with Execution
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2022
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Freda Shi
Daniel Fried
Marjan Ghazvininejad
Luke Zettlemoyer
Sida I. Wang
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PDF
Chat
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Discourse-Aware Prompt Design for Text Generation
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2021
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Marjan Ghazvininejad
Vladimir Karpukhin
Aslı Çelikyılmaz
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PDF
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BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine
Translation
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2021
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Eleftheria Briakou
Sida I. Wang
Luke Zettlemoyer
Marjan Ghazvininejad
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Prompting Contrastive Explanations for Commonsense Reasoning Tasks.
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2021
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Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Luke Zettlemoyer
Hannaneh Hajishirzi
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Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
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2021
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Arun Babu
Akshat Shrivastava
Armen Aghajanyan
A. Aly
Angela Fan
Marjan Ghazvininejad
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Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation
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2021
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Asa Cooper Stickland
Xian Li
Marjan Ghazvininejad
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EASE: Extractive-Abstractive Summarization with Explanations
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2021
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Haoran Li
Arash Einolghozati
Srinivasan Iyer
Bhargavi Paranjape
Yashar Mehdad
Sonal Gupta
Marjan Ghazvininejad
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PDF
Chat
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Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
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2021
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Arun Babu
Akshat Shrivastava
Armen Aghajanyan
A. Aly
Angela Fan
Marjan Ghazvininejad
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PDF
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Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
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2021
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Alexander R. Fabbri
Simeng Han
Haoyuan Li
Haoran Li
Marjan Ghazvininejad
Shafiq Joty
Dragomir Radev
Yashar Mehdad
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Prompting Contrastive Explanations for Commonsense Reasoning Tasks
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2021
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Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Hannaneh Hajishirzi
Luke Zettlemoyer
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PDF
Chat
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Distributionally Robust Multilingual Machine Translation
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2021
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Chunting Zhou
Daniel Lévy
Xian Li
Marjan Ghazvininejad
Graham Neubig
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Distributionally Robust Multilingual Machine Translation
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2021
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Chunting Zhou
Daniel Lévy
Xian Li
Marjan Ghazvininejad
Graham Neubig
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Prompting Contrastive Explanations for Commonsense Reasoning Tasks
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2021
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Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Luke Zettlemoyer
Hannaneh Hajishirzi
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Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
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2021
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Arun Babu
Akshat Shrivastava
Armen Aghajanyan
Ahmed Aly
Angela Fan
Marjan Ghazvininejad
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Discourse-Aware Soft Prompting for Text Generation
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2021
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Marjan Ghazvininejad
Vladimir Karpukhin
Vera Gor
Aslı Çelikyılmaz
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BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation
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2021
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Eleftheria Briakou
Sida I. Wang
Luke Zettlemoyer
Marjan Ghazvininejad
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PDF
Chat
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Multilingual Denoising Pre-training for Neural Machine Translation
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2020
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Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
Mike Lewis
Luke Zettlemoyer
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Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
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2020
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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
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2020
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Sachin Mehta
Marjan Ghazvininejad
Srinivasan Iyer
Luke Zettlemoyer
Hannaneh Hajishirzi
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Pre-training via Paraphrasing
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2020
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Mike Lewis
Marjan Ghazvininejad
Gargi Ghosh
Armen Aghajanyan
Sida I. Wang
Luke Zettlemoyer
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Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation.
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2020
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Asa Cooper Stickland
Xian Li
Marjan Ghazvininejad
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Parallel Machine Translation with Disentangled Context Transformer
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2020
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Jungo Kasai
James Cross
Marjan Ghazvininejad
Jiatao Gu
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Semi-Autoregressive Training Improves Mask-Predict Decoding
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2020
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Marjan Ghazvininejad
Omer Levy
Luke Zettlemoyer
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Aligned Cross Entropy for Non-Autoregressive Machine Translation
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2020
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Marjan Ghazvininejad
Vladimir Karpukhin
Luke Zettlemoyer
Omer Levy
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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
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2020
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Mike Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdelrahman Mohamed
Omer Levy
Veselin Stoyanov
Luke Zettlemoyer
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Pre-training via Paraphrasing
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2020
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Mike Lewis
Marjan Ghazvininejad
Gargi Ghosh
Armen Aghajanyan
Sida Wang
Luke Zettlemoyer
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Non-Autoregressive Machine Translation with Disentangled Context Transformer
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2020
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Jungo Kasai
James Cross
Marjan Ghazvininejad
Jiatao Gu
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Detecting Hallucinated Content in Conditional Neural Sequence Generation
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2020
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Chunting Zhou
Graham Neubig
Jiatao Gu
Mona Diab
Paco Guzman
Luke Zettlemoyer
Marjan Ghazvininejad
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Multilingual Denoising Pre-training for Neural Machine Translation
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2020
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Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
Mike Lewis
Luke Zettlemoyer
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DeLighT: Deep and Light-weight Transformer
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2020
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Sachin Mehta
Marjan Ghazvininejad
Srinivasan Iyer
Luke Zettlemoyer
Hannaneh Hajishirzi
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+
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Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
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2020
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Alexander R. Fabbri
Simeng Han
Haoyuan Li
Haoran Li
Marjan Ghazvininejad
Shafiq Joty
Dragomir Radev
Yashar Mehdad
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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.
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2019
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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
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2019
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Nima Pourdamghani
Nada Aldarrab
Marjan Ghazvininejad
Kevin Knight
Jonathan May
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Mask-Predict: Parallel Decoding of Conditional Masked Language Models.
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2019
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Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
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Constant-Time Machine Translation with Conditional Masked Language Models.
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2019
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Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
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Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation
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2019
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Vladimir Karpukhin
Omer Levy
Jacob Eisenstein
Marjan Ghazvininejad
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Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation
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2019
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Nima Pourdamghani
Nada Aldarrab
Marjan Ghazvininejad
Kevin Knight
Jonathan May
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Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation
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2019
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Vladimir Karpukhin
Omer Levy
Jacob Eisenstein
Marjan Ghazvininejad
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Mask-Predict: Parallel Decoding of Conditional Masked Language Models
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2019
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Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
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2019
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Michael 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
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2019
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Nima Pourdamghani
Nada Aldarrab
Marjan Ghazvininejad
Kevin S. Knight
Jonathan May
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+
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Mask-Predict: Parallel Decoding of Conditional Masked Language Models
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2019
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Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
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+
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Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation
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2019
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Vladimir Karpukhin
Omer Levy
Jacob Eisenstein
Marjan Ghazvininejad
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A Knowledge-Grounded Neural Conversation Model
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2018
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Marjan Ghazvininejad
Chris Brockett
Ming‐Wei Chang
Bill Dolan
Jianfeng Gao
Wen-tau Yih
Michel Galley
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A Knowledge-Grounded Neural Conversation Model
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2017
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Marjan Ghazvininejad
Chris Brockett
Ming‐Wei Chang
Bill Dolan
Jianfeng Gao
Wen-tau Yih
Michel Galley
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A Knowledge-Grounded Neural Conversation Model
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2017
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Marjan Ghazvininejad
Chris Brockett
Ming‐Wei Chang
Bill Dolan
Jianfeng Gao
Wen-tau Yih
Michel Galley
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Learning and Optimization with Submodular Functions
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2015
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Bharath Sankaran
Marjan Ghazvininejad
Xinran He
David C. Kale
Liron Cohen
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