Aleksandr Abramov

4 papers · 2024–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Legion

Venues

COLING (1) EACL (1) ICLR (1) NAACL (1)

Top co-authors

Alena Fenogenova (4) Maria Tikhonova (3) Artem Snegirev (3) Mark Baushenko (2) Maksimova Anna (2) Gayatri K (1) Alessia Borghini (1) Ashwin Mathur (1) Marek Suppa (1) Björn Plüster (1)

Research topics

Natural Language Processing (4) Resources & Methods (3) Machine Learning (2) Computer Science (1) Application Areas (1) Applications · Natural Language Processing (1) Applications · Computer Science (1) Core Methods (1) Generation (1)

Keywords

russian language (2) text embedding (2) multilingual nlp (1) data augmentation (1) text generation (1) information retrieval (1) instruction following (1) semantic similarity (1) encoder-decoder architecture (1) transformer language model (1) spelling correction (1) sentence transformer (1) embedding model (1) language model pretraining (1) multilingual benchmark (1) zero-shot learning (1) text corruption (1) benchmark evaluation (1)

Papers

MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model design NAACL 2025 A Family of Pretrained Transformer Language Models for Russian COLING 2024 A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages EACL 2024