David R Mortensen

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

EMNLP (2) NAACL (1)

Top co-authors

Haeji Jung (2) Jimin Sohn (2) Jooeon Kang (2) Kyungwoo Song (1) Kalvin Chang (1) Alex Cheng (1) Kwanghee Choi (1) Changdae Oh (1) Eunjung Yeo (1) Yilin Du (1)

Research topics

Machine Learning (3) Learning Types (3) Natural Language Processing (2) Resources & Methods (2) Artificial Intelligence (1) Speech & Audio (1) Application Areas (1) Core Methods (1) Learning Paradigms (1) Recognition (1) Understanding (1)

Keywords

low-resource language (2) cross-lingual transfer (2) phonemic representation (2) named entity recognition (1) gaussian mixture model (1) speech assessment (1) international phonetic alphabet (1) pronunciation assessment (1) atypical speech (1) multilingual language understanding (1) orthographic representation (1) representation learning (1) linguistic gap (1) zero-shot learning (1) self-supervised learning (1)

Papers

Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment NAACL 2025 Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024 Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages EMNLP 2024