Masha Fedzechkina

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) ❓ The Questioner

Venues

ACL (2) AAAI (1) CVPR (1) EMNLP (1)

Top co-authors

Barry-John Theobald (3) Maartje Ter Hoeve (2) Katherine Metcalf (2) Skyler Seto (2) Natalie Schluter (1) Miguel Sarabia (1) Yinong Oliver Wang (1) Verena Blaschke (1) Lucas Monteiro Paes (1) Sinead Williamson (1)

Research topics

Artificial Intelligence (5) Machine Learning (3) Natural Language Processing (3) Core AI (3) Resources & Methods (3) Core Methods (2) Learning Paradigms (2) Reinforcement Learning (1) Learning Types (1) Methods (1)

Keywords

representation learning (2) multilingual language model (2) embedding space (1) cross-lingual transfer (1) dependency parsing (1) policy learning (1) semantic representation (1) part-of-speech tagging (1) cross-lingual alignment (1) human feedback (1) low-resource language (1) bias mitigation (1) policy training (1) vision-language model (1) preference-based reinforcement learning (1) zero-shot evaluation (1) multilingual model (1) semantic content (1) probe task (1) cross-lingual retrieval (1)

Papers

DSO: Direct Steering Optimization for Bias Mitigation CVPR 2026 Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter ACL 2025 Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025 Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025 Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It’s Complicated AAAI 2024