Irina Sorokina

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

Machine Translation

Quality Evaluation

Top Venues

Frontiers Digit. Health

ClinicalNLP@ACL

Publications

Lifeng Han, Serge Gladkoff, Gleb Erofeev, Irina Sorokina, Betty Galiano, Goran Nenadic
Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning. Frontiers Digit. Health 6 (2024)
Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning. ClinicalNLP@ACL (2023)
Lifeng Han, Serge Gladkoff, Gleb Erofeev, Irina Sorokina, Betty Galiano, Goran Nenadic
Neural Machine Translation of Clinical Text: An Empirical Investigation into Multilingual Pre-Trained Language Models and Transfer-Learning. CoRR (2023)
Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
Using Massive Multilingual Pre-Trained Language Models Towards Real Zero-Shot Neural Machine Translation in Clinical Domain. CoRR (2022)
Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know about It. WMT (2022)
Serge Gladkoff, Irina Sorokina, Lifeng Han, Alexandra Alekseeva
Measuring Uncertainty in Translation Quality Evaluation (TQE). LREC (2022)
Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know About It. CoRR (2022)
Serge Gladkoff, Irina Sorokina, Lifeng Han, Alexandra Alekseeva
Measuring Uncertainty in Translation Quality Evaluation (TQE). CoRR (2021)
Lifeng Han, Irina Sorokina, Gleb Erofeev, Serge Gladkoff
CushLEPOR: Customised hLEPOR Metric Using LABSE Distilled Knowledge Model to Improve Agreement with Human Judgements. CoRR (2021)
Lifeng Han, Irina Sorokina, Gleb Erofeev, Serge Gladkoff
cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE. WMT@EMNLP (2021)
Nikolay Korablev, Irina Sorokina
Immune Approach for Neuro-Fuzzy Systems Learning Using Multiantibody Model. ICARIS (2011)