Irina Sorokina

12 papers B 1Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	MTUncertainty: Assessing the Need for Post-editing of Machine Translation Outputs by Fine-tuning OpenAI LLMs. EAMT (1) Serge Gladkoff, Lifeng Han, Gleb Erofeev, Irina Sorokina, Goran Nenadic
2024	J	`jnl`	Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning. Frontiers Digit. Health Lifeng Han, Serge Gladkoff, Gleb Erofeev, Irina Sorokina, Betty Galiano, Goran Nenadic
2023	—	`conf`	Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning. ClinicalNLP@ACL Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
2023	J	`jnl`	Neural Machine Translation of Clinical Text: An Empirical Investigation into Multilingual Pre-Trained Language Models and Transfer-Learning. CoRR Lifeng Han, Serge Gladkoff, Gleb Erofeev, Irina Sorokina, Betty Galiano, Goran Nenadic
2022	J	`jnl`	Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know About It. CoRR Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
2022	—	`conf`	Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know about It. WMT Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
2022	B	`conf`	Measuring Uncertainty in Translation Quality Evaluation (TQE). LREC Serge Gladkoff, Irina Sorokina, Lifeng Han, Alexandra Alekseeva
2022	J	`jnl`	Using Massive Multilingual Pre-Trained Language Models Towards Real Zero-Shot Neural Machine Translation in Clinical Domain. CoRR Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
2021	J	`jnl`	CushLEPOR: Customised hLEPOR Metric Using LABSE Distilled Knowledge Model to Improve Agreement with Human Judgements. CoRR Lifeng Han, Irina Sorokina, Gleb Erofeev, Serge Gladkoff
2021	J	`jnl`	Measuring Uncertainty in Translation Quality Evaluation (TQE). CoRR Serge Gladkoff, Irina Sorokina, Lifeng Han, Alexandra Alekseeva
2021	—	`conf`	cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE. WMT@EMNLP Lifeng Han, Irina Sorokina, Gleb Erofeev, Serge Gladkoff
2011	—	`conf`	Immune Approach for Neuro-Fuzzy Systems Learning Using Multiantibody Model. ICARIS Nikolay Korablev, Irina Sorokina