Natalia Semenova

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

COLING (2) AAAI (1) NAACL (1)

Top co-authors

Elena Tutubalina (1) Andrey Sakhovskiy (1) Artur Kadurin (1) Vladimir Mashurov (1) Vadim Porvatov (1) Anastasia Martynova (1) Vladislav Tishin (1)

Research topics

Deep Learning (3) Architectures (3) Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Natural Language Processing (1) Analysis (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Processing (1) Resources & Methods (1)

Keywords

graph neural network (2) zero-shot learning (1) text classification (1) stance detection (1) entity linking (1) knowledge graph question answering (1) point cloud (1) machine reading comprehension (1) noise filtering (1) 3d mesh (1) mesh reconstruction (1) mesh processing (1) biomedical entity (1) multi-task fine-tuning (1) transformer model (1) noise filtration (1) topological learning (1) 3d reconstruction (1) premise detection (1)

Papers

Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks COLING 2025 Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer NAACL 2024 Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract) AAAI 2024 Transformer-based classification of premise in tweets related to COVID-19 COLING 2022