Bruce A. Bassett

4 papers · 2022–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ACL (1) COLING (1) EMNLP (1) Interspeech (1)

Top co-authors

Everlyn Asiko Chimoto (4) Julia Kreutzer (1) Nathanaël Carraz Rakotonirina (1) Sara Hooker (1) Orevaoghene Ahia (1) Jay Gala (1) Christiaan Jacobs (1) Herman Kamper (1)

Research topics

Machine Learning (4) Natural Language Processing (3) Applications (3) Application Areas (2) Learning Types · Machine Learning (2) Deep Learning (1) Speech & Audio (1) Core Methods (1) Learning Types · Deep Learning (1) Recognition (1) Resources & Methods (1)

Keywords

low-resource language (3) neural machine translation (2) curriculum learning (1) machine translation (1) parallel corpus (1) automatic speech recognition (1) quality estimation (1) efficient computing (1) keyword spotting (1) training dynamics (1) data pruning (1) sentence selection (1) multilingual model (1) sentence alignment (1) hate speech detection (1) acoustic word embedding (1) model compression (1) checkpoint analysis (1) active learning (1)

Papers

Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ACL 2024 Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili Interspeech 2023 COMET-QE and Active Learning for Low-Resource Machine Translation EMNLP 2022 Very Low Resource Sentence Alignment: Luhya and Swahili COLING 2022