Nathan Roll

4 papers · 2023–2025 · 4 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

CoNLL (1) EACL (1) EMNLP (1) SemEval (1)

Top co-authors

Calbert Graham (3) Simon Todd (2) Meghan Sumner (1) Albert Ventayol-boada (1) Dan Jurafsky (1) Yuka Tatsumi (1) Kim Tien Nguyen (1)

Research topics

Machine Learning (3) Natural Language Processing (2) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Learning Paradigms (1) Understanding (1)

Keywords

unsupervised learning (1) in-context learning (1) automatic speech recognition (1) part-of-speech tagging (1) multilingual model (1) morphological analysis (1) word error rate (1) speaker adaptation (1) language documentation (1) propaganda detection (1) progressive fine-tuning (1) prosodic segmentation (1) language variety (1) transformer model (1) pos induction (1) intonation unit (1) lexico-syntactic information (1)

Papers

In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties EMNLP 2025 GreyBox at SemEval-2024 Task 4: Progressive Fine-tuning (for Multilingual Detection of Propaganda Techniques) SemEval 2024 PSST! Prosodic Speech Segmentation with Transformers CoNLL 2023 Unsupervised part-of-speech induction for language description: Modeling documentation materials in Kolyma Yukaghir EACL 2023