Marina Fomicheva

Joined

July 2019

Names

Marina Fomicheva

Emails

****@sheffield.ac.uk (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Postdoc

University of Sheffield (sheffield.ac.uk)

2019 – 2022

PhD student

Universitat Pompeu Fabra (upf.edu)

2013 – 2017

Advisors, Relations & Conflicts

Postdoc Advisor

Lucia Specia

Present

Expertise

explainability

feature attribution

2020 – 2021

machine translation

quality estimation

metrics

2013 – 2021

uncertainty

calibration in neural networks

2019 – 2020

Publications

Exploring Supervised and Unsupervised Rewards in Machine Translation
Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia
- 2021 (modified: 03 Nov 2022)
- EACL 2021
- Readers: Everyone
Exploring Supervised and Unsupervised Rewards in Machine Translation
Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia
- 2021 (modified: 03 Nov 2022)
- CoRR 2021
- Readers: Everyone
Knowledge Distillation for Quality Estimation
Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia
- 2021 (modified: 14 Oct 2021)
- ACL/IJCNLP (Findings) 2021
- Readers: Everyone
Continual Quality Estimation with Online Bayesian Meta-Learning
Abiola Obamuyide, Marina Fomicheva, Lucia Specia
- 2021 (modified: 17 Oct 2021)
- ACL/IJCNLP (2) 2021
- Readers: Everyone
Backtranslation Feedback Improves User Confidence in MT, Not Quality
Vilém Zouhar, Michal Novák, Matús Zilinec, Ondrej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya
- 2021 (modified: 17 Oct 2021)
- NAACL-HLT 2021
- Readers: Everyone
Knowledge Distillation for Quality Estimation
Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia
- 2021 (modified: 17 Oct 2021)
- CoRR 2021
- Readers: Everyone
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation
Diptesh Kanojia, Marina Fomicheva, Tharindu Ranasinghe, Frédéric Blain, Constantin Orasan, Lucia Specia
- 2021 (modified: 17 Oct 2021)
- CoRR 2021
- Readers: Everyone
Unsupervised Quality Estimation for Neural Machine Translation
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia
- 2020 (modified: 17 Oct 2021)
- Trans. Assoc. Comput. Linguistics 2020
- Readers: Everyone
An Exploratory Study on Multilingual Quality Estimation
Shuo Sun, Marina Fomicheva, Frédéric Blain, Vishrav Chaudhary, Ahmed El-Kishky, Adithya Renduchintala, Francisco Guzmán, Lucia Specia
- 2020 (modified: 17 Oct 2021)
- AACL/IJCNLP 2020
- Readers: Everyone
MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset
Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins
- 2020 (modified: 17 Oct 2021)
- CoRR 2020
- Readers: Everyone

View all 24 publications

Co-Authors

View all 44 co-authors