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Giuseppe G. A. Celano

3 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (10) πŸ“ˆ Trend Setter

Venues

NAACL (2) EMNLP (1)

Top co-authors

Ryan Cotterell (1) Sabrina J. Mielke (1) Aditi Chaudhary (1) Elizabeth Salesky (1) Johannes Bjerva (1) Ekaterina Vylomova (1) Edoardo Maria Ponti (1) Isabelle Augenstein (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Architectures (2) Learning Types (2) Artificial Intelligence (1) Interdisciplinary (1) Speech & Audio (1) Learning Paradigms (1) Linguistics (1) Recognition (1)

Keywords

transformer architecture (1) cross-lingual transfer (1) language identification (1) feature correlation (1) knowledge base (1) convolutional neural network (1) multi-head attention (1) encoder-decoder model (1) typological feature (1) mel-frequency cepstral coefficient (1) language classification (1) character sequence prediction (1) cognate reflex (1) typological feature prediction (1)

Papers

A Transformer Architecture for the Prediction of Cognate Reflexes NAACL 2022 A ResNet-50-Based Convolutional Neural Network Model for Language ID Identification from Speech Recordings NAACL 2021 SIGTYP 2020 Shared Task: Prediction of Typological Features EMNLP 2020