AV
Anna Volodkevich
cs.IRcs.LGcs.AIcs.PFcs.SE
On Valency
published · living versionsW_5yem3vg9·v1 · currentpublished
Separating Thinking from Spelling for Efficient Generative Recommendation
with Danil Gusak, Ivan Oseledets, Evgeny Frolov
1 version
Preprints & journals
9 papers in the corpus · 2022–2026SplitLight: An Exploratory Toolkit for Recommender Systems Datasets and Splits2602.19339v1 · Anna Volodkevich, Dmitry Anikin, Danil Gusak et al.2026 · 5 citationsarXiv
Faster and Memory-Efficient Training of Sequential Recommendation Models for Large Catalogs2509.09682v6 · Maxim Zhelnin, Dmitry Redko, Daniil Volkov et al.2025 · 0 citationsarXiv
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders2507.16289v1 · Danil Gusak, Anna Volodkevich, Anton Klenitskiy et al.2025 · 21 citationsarXiv
Neural Click Models for Recommender Systems2409.20055v1 · Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev et al.2024 · 4 citationsarXiv
Autoregressive Generation Strategies for Top-K Sequential Recommendations2409.17730v1 · Anna Volodkevich, Danil Gusak, Anton Klenitskiy et al.2024 · 7 citationsarXiv
RePlay: a Recommendation Framework for Experimentation and Production Use2409.07272v3 · Alexey Vasilev, Anna Volodkevich, Denis Kulandin et al.2024 · 8 citationsarXiv
Does It Look Sequential? An Analysis of Datasets for Evaluation of Sequential Recommendations2408.12008v1 · Anton Klenitskiy, Anna Volodkevich, Anton Pembek et al.2024 · 23 citationsarXiv
From Variability to Stability: Advancing RecSys Benchmarking Practices2402.09766v2 · Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev et al.2024 · 12 citationsKDD 2024: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Synthetic Data-Based Simulators for Recommender Systems: A Survey2206.11338v1 · Elizaveta Stavinova, Alexander Grigorievskiy, Anna Volodkevich et al.2022 · 4 citationsarXiv
Career total: 15 works. 9 are in this corpus.
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