Marjan Ghazvininejad

RESEARCH SCIENTIST | SEATTLE, UNITED STATES

Marjan is a Research Scientist at Facebook AI Research. Marjan received her Ph.D. at the University of Southern California on neural creative language generation. She is interested in text representation, language generation, and machine translation. Marjan's recent focus has been on new approaches for modeling and training of these systems to generate high quality, coherent, and creative text.

Marjan's Work

Marjan's Publications

December 06, 2020

RESEARCH

NLP

Pre-training via Paraphrasing

Michael Lewis, Armen Aghajanyan, Gargi Ghosh, Luke Zettlemoyer, Marjan Ghazvininejad, Sida Wang

December 06, 2020

July 15, 2020

RESEARCH

ML APPLICATIONS

Aligned Cross Entropy for Non-Autoregressive Machine Translation

Marjan Ghazvininejad, Luke Zettlemoyer, Omer Levy, Vladimir Karpukhin

July 15, 2020

July 15, 2020

Non-autoregressive Translation with Disentangled

Marjan Ghazvininejad, James Cross, Jiatao Gu, Jungo Kasai

July 15, 2020

July 06, 2020

RESEARCH

NLP

Simple and Effective Retrieve-Edit-Rerank Text Generation

Marjan Ghazvininejad, Luke Zettlemoyer, Nabil Hossain

July 06, 2020

June 30, 2020

RESEARCH

NLP

Non-Autoregressive Machine Translation with Disentangled Context Transformer

Jungo Kasai, James Cross, Jiatao Gu, Marjan Ghazvininejad

June 30, 2020

November 02, 2019

RESEARCH

NLP

Mask-Predict: Parallel Decoding of Conditional Masked Language Models

Marjan Ghazvininejad, Luke Zettlemoyer, Omer Levy, Yinhan Liu

November 02, 2019

July 25, 2019

RESEARCH

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

Marjan Ghazvininejad, Jonathan May, Kevin Knight, Nada Aldarrab, Nima Pourdamghani

July 25, 2019