Dmitry Popov

5 papers · 2018–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

EMNLP (3) Interspeech (1) NeurIPS (1)

Top co-authors

Ekaterina Enikeeva (3) Nikolay Karpachev (3) Vladislav Negodin (2) Max Ryabinin (2) Ekaterina Latypova (1) Ilia Kobelev (1) Vera Frantsuzova (1) Artem Mekhraliev (1) Denis Elshin (1) Yacine Jernite (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Applications (3) Deep Learning (2) Speech & Audio (1) Application Areas (1) Learning Types (1) Models (1) Optimization & Theory (1) Recognition (1) Resources & Methods (1) Techniques (1)

Keywords

human evaluation (2) large language model (2) machine translation (1) data augmentation (1) document-level translation (1) distributed learning (1) model pretraining (1) automatic speech recognition (1) acoustic model (1) supervised fine-tuning (1) continual pre-training (1) prompt tuning (1) annotation quality (1) mixup training (1) contrastive pre-training (1) translation quality (1) machine translation evaluation (1) word error rate (1) error taxonomy (1) lattice-free mmi (1)

Papers

Refined Assessment for Translation Evaluation: Rethinking Machine Translation Evaluation in the Era of Human-Level Systems EMNLP 2025 Yandex Submission to the WMT25 General Machine Translation Task EMNLP 2025 From General LLM to Translation: How We Dramatically Improve Translation Quality Using Human Evaluation Data for LLM Finetuning EMNLP 2024 Distributed Deep Learning In Open Collaborations NeurIPS 2021 An Investigation of Mixup Training Strategies for Acoustic Models in ASR Interspeech 2018