Elena Tutubalina

Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ACL 2026 Evolutionary Search for Automated Design of Uncertainty Quantification Methods ACL 2026 Confidence Leaps in LLM Reasoning: Early Stopping and Cross-Model Transfer EACL 2026 Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models EACL 2026 SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space EACL 2026 I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders AAAI 2026 Feature Drift: How Fine-Tuning Repurposes Representations in LLMs EACL 2026 Bring the Apple, Not the Sofa: Impact of Irrelevant Context in Embodied AI Commands on VLA Models EACL 2026 One Task Vector is not Enough: A Large-Scale Study for In-Context Learning ACL 2026 The Silence of the Facts: Popularity as a Barrier to Machine Unlearning ACL 2026 SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators NAACL 2025 SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA IJCNLP 2025 When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs EMNLP 2025 nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder AAAI 2025 Two Steps from Hell: Compositionality on Chemical LMs EMNLP 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025 SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA AACL 2025 CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA ACL 2025 Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA SEMEVAL 2025 SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection NAACL 2025 $\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials NIPS 2024 TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024 Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian COLING 2024 Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024 Gradual Optimization Learning for Conformational Energy Minimization ICLR 2024 Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer NAACL 2024 AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue NAACL 2024 HSE NLP Team at MEDIQA-CORR 2024 Task: In-Prompt Ensemble with Entities and Knowledge Graph for Medical Error Correction NAACL 2024 Graph-Enriched Biomedical Language Models: A Research Proposal AACL 2023 Shifted PAUQ: Distribution shift in text-to-SQL EMNLP 2023 Graph-Enriched Biomedical Language Models: A Research Proposal IJCNLP 2023 Vote’n’Rank: Revision of Benchmarking with Social Choice Theory EACL 2023 Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022 COLING 2022 SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19 COLING 2022 Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs COLING 2022 RuCCoN: Clinical Concept Normalization in Russian ACL 2022 PAUQ: Text-to-SQL in Russian EMNLP 2022 DetIE: Multilingual Open Information Extraction Inspired by Object Detection AAAI 2022 A Comprehensive Evaluation of Biomedical Entity-centric Search EMNLP 2022 Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021 NAACL 2021 KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL 2021 Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020 COLING 2020 KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions COLING 2020 Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models COLING 2020 Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements COLING 2020 AspeRa: Aspect-Based Rating Prediction Based on User Reviews ACL 2019 Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks ACL 2019 Entity-level Classification of Adverse Drug Reactions: a Comparison of Neural Network Models ACL 2019 Deep Neural Models for Medical Concept Normalization in User-Generated Texts ACL 2019 KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue ACL 2019