Marjan Ghazvininejad

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All published works
Action Title Year Authors
+ PDF Chat ALMA: Alignment with Minimal Annotation 2024 Michihiro Yasunaga
Leonid Shamis
Chunting Zhou
Andrew Cohen
Jason Weston
Luke Zettlemoyer
Marjan Ghazvininejad
+ PDF Chat JPEG-LM: LLMs as Image Generators with Canonical Codec Representations 2024 Xiaochuang Han
Marjan Ghazvininejad
Pang Wei Koh
Yulia Tsvetkov
+ PDF Chat David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs 2024 Xiaochuang Han
Sachin Kumar
Yulia Tsvetkov
Marjan Ghazvininejad
+ XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models 2023 Davis Liang
Hila Gonen
Yuning Mao
Rui Hou
Naman Goyal
Marjan Ghazvininejad
Luke Zettlemoyer
Madian Khabsa
+ Representation Deficiency in Masked Language Modeling 2023 Meng Yu
Jitin Krishnan
Sinong Wang
Qifan Wang
Yuning Mao
Fang Han
Marjan Ghazvininejad
Jiawei Han
Luke Zettlemoyer
+ Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation 2023 Marjan Ghazvininejad
Hila Gonen
Luke Zettlemoyer
+ SSD-2: Scaling and Inference-time Fusion of Diffusion Language Models 2023 Xiaochuang Han
Sachin Kumar
Yulia Tsvetkov
Marjan Ghazvininejad
+ PDF Chat In-context Examples Selection for Machine Translation 2023 Sweta Agrawal
Chunting Zhou
Michael Lewis
Luke Zettlemoyer
Marjan Ghazvininejad
+ PDF Chat XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models 2023 Davis Liang
Hila Gonen
Yuning Mao
Rui Hou
Naman Goyal
Marjan Ghazvininejad
Luke Zettlemoyer
Madian Khabsa
+ PDF Chat BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation 2022 Eleftheria Briakou
Sida Wang
Luke Zettlemoyer
Marjan Ghazvininejad
+ A Review on Language Models as Knowledge Bases 2022 Badr AlKhamissi
Millicent Li
Aslı Çelikyılmaz
Mona Diab
Marjan Ghazvininejad
+ Natural Language to Code Translation with Execution 2022 Freda Shi
Daniel Fried
Marjan Ghazvininejad
Luke Zettlemoyer
Sida I. Wang
+ In-context Examples Selection for Machine Translation 2022 Sweta Agrawal
Chunting Zhou
Michael Lewis
Luke Zettlemoyer
Marjan Ghazvininejad
+ PDF Chat Discourse-Aware Soft Prompting for Text Generation 2022 Marjan Ghazvininejad
Vladimir Karpukhin
Vera Gor
Aslı Çelikyılmaz
+ PDF Chat Natural Language to Code Translation with Execution 2022 Freda Shi
Daniel Fried
Marjan Ghazvininejad
Luke Zettlemoyer
Sida I. Wang
+ PDF Chat Discourse-Aware Prompt Design for Text Generation 2021 Marjan Ghazvininejad
Vladimir Karpukhin
Aslı Çelikyılmaz
+ PDF Chat BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation 2021 Eleftheria Briakou
Sida I. Wang
Luke Zettlemoyer
Marjan Ghazvininejad
+ Prompting Contrastive Explanations for Commonsense Reasoning Tasks. 2021 Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Luke Zettlemoyer
Hannaneh Hajishirzi
+ Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog 2021 Arun Babu
Akshat Shrivastava
Armen Aghajanyan
A. Aly
Angela Fan
Marjan Ghazvininejad
+ Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation 2021 Asa Cooper Stickland
Xian Li
Marjan Ghazvininejad
+ EASE: Extractive-Abstractive Summarization with Explanations 2021 Haoran Li
Arash Einolghozati
Srinivasan Iyer
Bhargavi Paranjape
Yashar Mehdad
Sonal Gupta
Marjan Ghazvininejad
+ PDF Chat Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog 2021 Arun Babu
Akshat Shrivastava
Armen Aghajanyan
A. Aly
Angela Fan
Marjan Ghazvininejad
+ PDF Chat Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation 2021 Alexander R. Fabbri
Simeng Han
Haoyuan Li
Haoran Li
Marjan Ghazvininejad
Shafiq Joty
Dragomir Radev
Yashar Mehdad
+ Prompting Contrastive Explanations for Commonsense Reasoning Tasks 2021 Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Hannaneh Hajishirzi
Luke Zettlemoyer
+ PDF Chat Distributionally Robust Multilingual Machine Translation 2021 Chunting Zhou
Daniel Lévy
Xian Li
Marjan Ghazvininejad
Graham Neubig
+ Distributionally Robust Multilingual Machine Translation 2021 Chunting Zhou
Daniel Lévy
Xian Li
Marjan Ghazvininejad
Graham Neubig
+ Prompting Contrastive Explanations for Commonsense Reasoning Tasks 2021 Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Luke Zettlemoyer
Hannaneh Hajishirzi
+ Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog 2021 Arun Babu
Akshat Shrivastava
Armen Aghajanyan
Ahmed Aly
Angela Fan
Marjan Ghazvininejad
+ Discourse-Aware Soft Prompting for Text Generation 2021 Marjan Ghazvininejad
Vladimir Karpukhin
Vera Gor
Aslı Çelikyılmaz
+ BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation 2021 Eleftheria Briakou
Sida I. Wang
Luke Zettlemoyer
Marjan Ghazvininejad
+ PDF Chat Multilingual Denoising Pre-training for Neural Machine Translation 2020 Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
Mike Lewis
Luke Zettlemoyer
+ Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation 2020 Alexander R. Fabbri
Simeng Han
Haoyuan Li
Haoran Li
Marjan Ghazvininejad
Shafiq Joty
Dragomir Radev
Yashar Mehdad
+ DeLighT: Very Deep and Light-weight Transformer 2020 Sachin Mehta
Marjan Ghazvininejad
Srinivasan Iyer
Luke Zettlemoyer
Hannaneh Hajishirzi
+ Pre-training via Paraphrasing 2020 Mike Lewis
Marjan Ghazvininejad
Gargi Ghosh
Armen Aghajanyan
Sida I. Wang
Luke Zettlemoyer
+ Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation. 2020 Asa Cooper Stickland
Xian Li
Marjan Ghazvininejad
+ Parallel Machine Translation with Disentangled Context Transformer 2020 Jungo Kasai
James Cross
Marjan Ghazvininejad
Jiatao Gu
+ Semi-Autoregressive Training Improves Mask-Predict Decoding 2020 Marjan Ghazvininejad
Omer Levy
Luke Zettlemoyer
+ Aligned Cross Entropy for Non-Autoregressive Machine Translation 2020 Marjan Ghazvininejad
Vladimir Karpukhin
Luke Zettlemoyer
Omer Levy
+ BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 2020 Mike Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdelrahman Mohamed
Omer Levy
Veselin Stoyanov
Luke Zettlemoyer
+ Pre-training via Paraphrasing 2020 Mike Lewis
Marjan Ghazvininejad
Gargi Ghosh
Armen Aghajanyan
Sida Wang
Luke Zettlemoyer
+ Non-Autoregressive Machine Translation with Disentangled Context Transformer 2020 Jungo Kasai
James Cross
Marjan Ghazvininejad
Jiatao Gu
+ Detecting Hallucinated Content in Conditional Neural Sequence Generation 2020 Chunting Zhou
Graham Neubig
Jiatao Gu
Mona Diab
Paco Guzman
Luke Zettlemoyer
Marjan Ghazvininejad
+ Multilingual Denoising Pre-training for Neural Machine Translation 2020 Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
Mike Lewis
Luke Zettlemoyer
+ DeLighT: Deep and Light-weight Transformer 2020 Sachin Mehta
Marjan Ghazvininejad
Srinivasan Iyer
Luke Zettlemoyer
Hannaneh Hajishirzi
+ Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation 2020 Alexander R. Fabbri
Simeng Han
Haoyuan Li
Haoran Li
Marjan Ghazvininejad
Shafiq Joty
Dragomir Radev
Yashar Mehdad
+ BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. 2019 Mike Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdelrahman Mohamed
Omer Levy
Ves Stoyanov
Luke Zettlemoyer
+ Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation 2019 Nima Pourdamghani
Nada Aldarrab
Marjan Ghazvininejad
Kevin Knight
Jonathan May
+ Mask-Predict: Parallel Decoding of Conditional Masked Language Models. 2019 Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
+ Constant-Time Machine Translation with Conditional Masked Language Models. 2019 Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
+ Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation 2019 Vladimir Karpukhin
Omer Levy
Jacob Eisenstein
Marjan Ghazvininejad
+ Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation 2019 Nima Pourdamghani
Nada Aldarrab
Marjan Ghazvininejad
Kevin Knight
Jonathan May
+ Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation 2019 Vladimir Karpukhin
Omer Levy
Jacob Eisenstein
Marjan Ghazvininejad
+ Mask-Predict: Parallel Decoding of Conditional Masked Language Models 2019 Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
+ BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 2019 Michael Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdelrahman Mohamed
Omer Levy
Ves Stoyanov
Luke Zettlemoyer
+ Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation 2019 Nima Pourdamghani
Nada Aldarrab
Marjan Ghazvininejad
Kevin S. Knight
Jonathan May
+ Mask-Predict: Parallel Decoding of Conditional Masked Language Models 2019 Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
+ Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation 2019 Vladimir Karpukhin
Omer Levy
Jacob Eisenstein
Marjan Ghazvininejad
+ PDF Chat A Knowledge-Grounded Neural Conversation Model 2018 Marjan Ghazvininejad
Chris Brockett
Ming‐Wei Chang
Bill Dolan
Jianfeng Gao
Wen-tau Yih
Michel Galley
+ A Knowledge-Grounded Neural Conversation Model 2017 Marjan Ghazvininejad
Chris Brockett
Ming‐Wei Chang
Bill Dolan
Jianfeng Gao
Wen-tau Yih
Michel Galley
+ A Knowledge-Grounded Neural Conversation Model 2017 Marjan Ghazvininejad
Chris Brockett
Ming‐Wei Chang
Bill Dolan
Jianfeng Gao
Wen-tau Yih
Michel Galley
+ Learning and Optimization with Submodular Functions 2015 Bharath Sankaran
Marjan Ghazvininejad
Xinran He
David C. Kale
Liron Cohen
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Attention is All you Need 2017 Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
24
+ PDF Chat Neural Machine Translation of Rare Words with Subword Units 2016 Rico Sennrich
Barry Haddow
Alexandra Birch
15
+ Adam: A Method for Stochastic Optimization 2014 Diederik P. Kingma
Jimmy Ba
14
+ PDF Chat fairseq: A Fast, Extensible Toolkit for Sequence Modeling 2019 Myle Ott
Sergey Edunov
Alexei Baevski
Angela Fan
Sam Gross
Nathan Ng
David Grangier
Michael Auli
13
+ A Call for Clarity in Reporting BLEU Scores 2018 Matt Post
12
+ Attention Is All You Need 2017 Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
10
+ RoBERTa: A Robustly Optimized BERT Pretraining Approach 2019 Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
Mike Lewis
Luke Zettlemoyer
Veselin Stoyanov
10
+ Cross-lingual Language Model Pretraining 2019 Guillaume Lample
Alexis Conneau
10
+ PDF Chat Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation 2017 Melvin Johnson
Mike Schuster
Quoc V. Le
Maxim Krikun
Yonghui Wu
Zhifeng Chen
Nikhil Thorat
Fernanda Viégas
Martin Wattenberg
Greg S. Corrado
8
+ BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2018 Jacob Devlin
Ming‐Wei Chang
Kenton Lee
Kristina Toutanova
7
+ Unified Language Model Pre-training for Natural Language Understanding and Generation 2019 Li Dong
Nan Yang
Wenhui Wang
Furu Wei
Xiaodong Liu
Yu Wang
Jianfeng Gao
Ming Zhou
Hsiao-Wuen Hon
7
+ MASS: Masked Sequence to Sequence Pre-training for Language Generation 2019 Kaitao Song
Xu Tan
Tao Qin
Jianfeng Lu
Tie‐Yan Liu
7
+ BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. 2019 Mike Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdelrahman Mohamed
Omer Levy
Ves Stoyanov
Luke Zettlemoyer
7
+ Pay Less Attention with Lightweight and Dynamic Convolutions 2019 Felix Wu
Angela Fan
Alexei Baevski
Yann Dauphin
Michael Auli
7
+ PDF Chat Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism 2016 Orhan Fırat
Kyunghyun Cho
Yoshua Bengio
7
+ Six Challenges for Neural Machine Translation 2017 Philipp Koehn
Rebecca Knowles
7
+ PDF Chat Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement 2018 Jason Lee
Elman Mansimov
Kyunghyun Cho
6
+ PDF Chat Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization 2018 Shashi Narayan
Shay B. Cohen
Mirella Lapata
6
+ Unsupervised Cross-lingual Representation Learning at Scale 2020 Alexis Conneau
Kartikay Khandelwal
Naman Goyal
Vishrav Chaudhary
Guillaume Wenzek
Francisco Guzmán
Édouard Grave
Myle Ott
Luke Zettlemoyer
Veselin Stoyanov
6
+ SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing 2018 Taku Kudo
John T. E. Richardson
6
+ Multilingual Denoising Pre-training for Neural Machine Translation 2020 Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
Mike Lewis
Luke Zettlemoyer
6
+ Mask-Predict: Parallel Decoding of Conditional Masked Language Models 2019 Marjan Ghazvininejad
Omer Levy
Yinhan Liu
Luke Zettlemoyer
6
+ PDF Chat End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification 2018 Jindřich Libovický
Jindřich Helcl
5
+ PDF Chat Transfer Learning for Low-Resource Neural Machine Translation 2016 Barret Zoph
Deniz Yüret
Jonathan May
Kevin Knight
5
+ Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges 2019 Naveen Arivazhagan
Ankur Bapna
Orhan Fırat
Dmitry Lepikhin
Melvin Johnson
Maxim Krikun
Mia Xu Chen
Yuan Cao
George Foster
Colin Cherry
5
+ XLNet: Generalized Autoregressive Pretraining for Language Understanding 2019 Zhilin Yang
Zihang Dai
Yiming Yang
Jaime Carbonell
Ruslan Salakhutdinov
Quoc V. Le
5
+ PDF Chat Massively Multilingual Neural Machine Translation 2019 Roee Aharoni
Melvin Johnson
Orhan Fırat
5
+ Non-Autoregressive Neural Machine Translation 2017 Jiatao Gu
James Bradbury
Caiming Xiong
Victor O. K. Li
Richard Socher
5
+ Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 2019 Colin Raffel
Noam Shazeer
Adam P. Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
5
+ PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization 2019 Jingqing Zhang
Yao Zhao
Mohammad Saleh
Peter J. Liu
4
+ Sequence to Sequence Learning with Neural Networks 2014 Ilya Sutskever
Oriol Vinyals
Quoc V. Le
4
+ Language Models are Few-Shot Learners 2020 T. B. Brown
Benjamin F. Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
Prafulla Dhariwal
Arvind Neelakantan
Pranav Shyam
Girish Sastry
Amanda Askell
4
+ PDF Chat Rapid Adaptation of Neural Machine Translation to New Languages 2018 Graham Neubig
Junjie Hu
4
+ PDF Chat Sequence-Level Knowledge Distillation 2016 Yoon Kim
Alexander M. Rush
4
+ BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 2020 Mike Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdelrahman Mohamed
Omer Levy
Veselin Stoyanov
Luke Zettlemoyer
4
+ Deep Contextualized Word Representations 2018 Matthew E. Peters
Mark E Neumann
Mohit Iyyer
Matt Gardner
Christopher Clark
Kenton Lee
Luke Zettlemoyer
4
+ XLNet: Generalized Autoregressive Pretraining for Language Understanding 2019 Zhilin Yang
Zihang Dai
Yiming Yang
Jaime Carbonell
Ruslan Salakhutdinov
Quoc V. Le
4
+ MASS: Masked Sequence to Sequence Pre-training for Language Generation 2019 Kaitao Song
Xu Tan
Tao Qin
Jianfeng Lu
Tie‐Yan Liu
4
+ Unsupervised Cross-lingual Representation Learning at Scale. 2019 Alexis Conneau
Kartikay Khandelwal
Naman Goyal
Vishrav Chaudhary
Guillaume Wenzek
Francisco Guzmán
Édouard Grave
Myle Ott
Luke Zettlemoyer
Veselin Stoyanov
4
+ PDF Chat Get To The Point: Summarization with Pointer-Generator Networks 2017 Abigail See
Peter J. Liu
Christopher D. Manning
4
+ Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder 2016 Thanh-Le Ha
Jan Niehues
Alexander Waibel
4
+ PDF Chat compare-mt: A Tool for Holistic Comparison of Language Generation Systems 2019 Graham Neubig
Zi-Yi Dou
Junjie Hu
Paul Michel
Danish Pruthi
Xinyi Wang
4
+ Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 2019 Colin Raffel
Noam Shazeer
Adam Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
4
+ A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference 2018 Adina Williams
Nikita Nangia
Samuel Bowman
3
+ Universal Neural Machine Translation for Extremely Low Resource Languages 2018 Jiatao Gu
Hany Hassan
Jacob Devlin
Victor O. K. Li
3
+ ELI5: Long Form Question Answering 2019 Angela Fan
Yacine Jernite
Ethan Perez
David Grangier
Jason Weston
Michael Auli
3
+ Unsupervised Machine Translation Using Monolingual Corpora Only 2018 Guillaume Lample
Alexis Conneau
Ludovic Denoyer
Marc’Aurelio Ranzato
3
+ PDF Chat Document-Level Neural Machine Translation with Hierarchical Attention Networks 2018 Lesly Miculicich
Dhananjay Ram
Nikolaos Pappas
James Henderson
3
+ Adaptive Input Representations for Neural Language Modeling 2018 Alexei Baevski
Michael Auli
3
+ Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation 2016 Yonghui Wu
Mike Schuster
Zhifeng Chen
Quoc V. Le
Mohammad Norouzi
Wolfgang Macherey
Maxim Krikun
Yuan Cao
Qin Gao
Klaus Macherey
3