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Maria Khodorchenko

Observed names: Khodorchenko Maria, Khodorchenko, Maria, M.A. Khodorchenko, Maria Andreevna Khodorchenko
Institution: ITMO University
Observed institution: ITMO University
ORCID: 0000-0001-5446-5311
Observed ORCID: 0000-0001-5446-5311
OpenAlex ID: A5049619472
Towards Better Evaluation of Topic Model Quality
2022 · Maria Khodorchenko, Nikolay Butakov, et al. · Conference of Open Innovations Association (FRUCT) · 7
Optimization of Learning Strategies for ARTM-Based Topic Models
2020 · Maria Khodorchenko, Sergey Teryoshkin, et al. · Lecture notes in computer science · 7
Detection of housing and utility problems in districts through social media texts
2020 · Alexandr Zamiralov, Maria Khodorchenko, et al. · Procedia Computer Science · 6
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Developing an approach for lifestyle identification based on explicit and implicit features from social media
2018 · Maria Khodorchenko, Nikolay Butakov · Procedia Computer Science · 6
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Surrogate-based optimization of learning strategies for additively regularized topic models
2022 · Maria Khodorchenko, Nikolay Butakov, et al. · Logic Journal of IGPL · 5
Unsupervised Neural Aspect Extraction with Related Terms
2020 · Timur Sokhin, Maria Khodorchenko, et al. · Communications in computer and information science · 5
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Topic-driven Ensemble for Online Advertising Generation
2020 · Egor Nevezhin, Nikolay Butakov, et al. · International Conference on Computational Linguistics · 5
Distant supervision and knowledge transfer for domain-oriented text classification in online social networks
2019 · Maria Khodorchenko · Procedia Computer Science · 5
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AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis
2024 · Khodorchenko, Maria, Butakov, Nikolay, et al. · arXiv (Cornell University) · 1
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Memory Mining for LLM Agents: Dynamic Topic-Aware Retrieval of User Fact Records
2026 · Andrei Trofimov, Nikolay Butakov, et al. · Lecture notes in computer science
Large Language Model-Based Automatic Knowledge Graph Enrichment
2026 · Marat Sabitov, Maria Khodorchenko, et al. · Lecture notes in computer science
SlideGuard: AI-Driven Evaluation of Graduate Student Presentation Materials
2026 · Association for Computational Linguistics 2026, Butakov, Nikolay, et al. · Underline Science Inc.
Efficient KG-Augmented RAG with Reusable Graph Community Summaries
2026 · Maha Karkout, Maria Andreevna Khodorchenko, et al. · Language Resources and Evaluation Conference (LREC)
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From Documents to KBLaM: An End-to-End Pipeline for Structured Knowledge Extraction and Injection
2026 · Lev Zyurikov, Maria Khodorchenko · Conference of Open Innovations Association (FRUCT)
SlideGuard: AI-Driven Evaluation of Graduate Student Presentation Materials
2026 · Nikolay Alekseevich Butakov, Maria Khodorchenko, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Comparative Study of AI Agent Architecture Efficiency in Table Processing Tasks
2026 · Timur Gabbasov, Aleksandr Sandalov, et al.
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KG-SFT Contracts: Auditing Evidence Lineage and Loader Retention in Enterprise RAG Adaptation
2026 · Bogdan Roshchupkin, Alexander Litvintsev, et al.
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Efficient Deadline-Constrained Scheduling and Hybrid Parallelism Optimization of Distributed AutoML Pipelines
2025 · Nikolay Butakov, Anton Vakhrushev, et al. · IEEE ... International Conference on Data Mining workshops
RuSimulBench a Benchmark for Assessing the Quality of Language Models in Russian
2025 · Muslimbek Abdurakhimov, Maria Khodorchenko · Conference of Open Innovations Association (FRUCT)
Stalactite: toolbox for fast prototyping of vertical federated learning systems
2024 · Anastasiia Zakharova, Dmitriy Alexandrov, et al. · ACM Conference on Recommender Systems (RecSys)
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Attention-based estimation of topic model quality
2023 · Veronika Kataeva, Maria Khodorchenko · Computational Linguistics and Intellectual Technologies
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Software framework for hyperparameters optimization of models with additive regularization
2023 · M.A. Khodorchenko, N.A. Butakov, et al. · Scientific and technical journal of information technologies mechanics and optics
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Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization
2023 · Maria Khodorchenko, Nikolay Butakov, et al. · Lecture notes in computer science
Works count: 24
Citation count: 47
H-index: 5
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