Fatma Deniz

3 papers · 2021–2024 · 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

ACL (1) EMNLP (1) NAACL (1)

Top co-authors

Subba Reddy Oota (1) Mathis Lamarre (1) Catherine Chen (1) Mariya Toneva (1) Emin Çelik (1) Kalyan Ramakrishnan (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Machine Learning (1) Natural Language Processing (1) Architectures (1) Cognitive Science (1) Core AI (1) Core Methods (1) Linguistics (1) Resources & Methods (1) Understanding (1)

Keywords

brain encoding (2) semantic analysis (1) functional magnetic resonance imaging (1) language model (1) attention weight (1) word embedding (1) contextual embedding (1) contextualized embedding (1) speech language model (1) brain representation (1) concreteness judgment (1) fmri brain alignment (1) text language model (1) semantic processing (1) auditory region (1)

Papers

Speech language models lack important brain-relevant semantics ACL 2024 Attention weights accurately predict language representations in the brain EMNLP 2022 Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words NAACL 2021