Deniz Ekin Yavas

3 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ACL (1) EACL (1) NAACL (1)

Top co-authors

Benoit Crabbé (2) Laura Kallmeyer (2) Timothée Bernard (2)

Research topics

Machine Learning (3) Natural Language Processing (3) Core Methods (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Core AI (2) Resources & Methods (2) Understanding (2) Deep Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

contextualized representation (2) representation learning (2) feature learning (1) feature extraction (1) embedding learning (1) self-supervised learning (1) word sense disambiguation (1) semantic analysis (1) adversarial training (1) supervised contrastive learning (1) semantic similarity (1) semantic embedding (1) word sense induction (1) topological property (1) morphosyntactic feature (1) sense-enhanced embedding (1) embedding isotropy (1) embedding uniformity (1) contrastive learning (1)

Papers

On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ACL 2025 Assessing the Significance of Encoded Information in Contextualized Representations to Word Sense Disambiguation EACL 2024 Improving Word Sense Induction through Adversarial Forgetting of Morphosyntactic Information NAACL 2024