Eduard Tulchinskii

9 papers · 2022–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) 🏆 Keyword Champion (2) 📈 Trend Setter 🔥 Unstoppable (5)

Conferences

EMNLP (3) AISTATS (1) EACL (1) ECCV (1) ICLR (1) INTERSPEECH (1) NIPS (1)

Top co-authors

Serguei Barannikov (8) Evgeny Burnaev (7) Laida Kushnareva (6) Irina Piontkovskaya (6) Kristian Kuznetsov (4) Daniil Cherniavskii (4) Ilya Trofimov (3) Sergey Nikolenko (3) Daria Voronkova (2) Yury Maximov (1)

Keywords

topological data analysis (2) transformer attention (2) intrinsic dimension (2) text classification (1) feature selection (1) logical reasoning (1) attention mechanism (1) prosody analysis (1) speech processing (1) text representation (1) linguistic knowledge (1) speech classification (1) language model (1) sparse autoencoder (1) attention head (1) ai-generated text detection (1) attention map (1) text detection (1) logical consistency (1) linguistic analysis (1)

Papers

Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026

Quantifying Logical Consistency in Transformers via Query-Key Alignment EMNLP 2025

RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks AISTATS 2025

Robust AI-Generated Text Detection by Restricted Embeddings EMNLP 2024

Scalar Function Topology Divergence: Comparing Topology of 3D Objects ECCV 2024

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts NIPS 2023

Learning topology-preserving data representations ICLR 2023

Topological Data Analysis for Speech Processing INTERSPEECH 2023

Acceptability Judgements via Examining the Topology of Attention Maps EMNLP 2022