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Edoardo Maria Ponti
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Modular Deep Learning


Feb 22, 2023
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulić, Edoardo Maria Ponti

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Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders


Apr 30, 2022
Ivan Vulić, Goran Glavaš, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen

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Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation


Jan 31, 2022
Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulić, Anna Korhonen

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IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages


Jan 27, 2022
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić

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Composable Sparse Fine-Tuning for Cross-Lingual Transfer


Oct 14, 2021
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić

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Visually Grounded Reasoning across Languages and Cultures


Sep 28, 2021
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott

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* EMNLP 2021; Fangyu and Emanuele contributed equally; MaRVL website: https://marvl-challenge.github.io 
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Towards Zero-shot Language Modeling


Aug 06, 2021
Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell, Roi Reichart, Anna Korhonen

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Modelling Latent Translations for Cross-Lingual Transfer


Jul 23, 2021
Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulić, Siva Reddy

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Minimax and Neyman-Pearson Meta-Learning for Outlier Languages


Jun 02, 2021
Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard

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* Findings of ACL 2021 
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Differentiable Generative Phonology


Feb 12, 2021
Shijie Wu, Edoardo Maria Ponti, Ryan Cotterell

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* Work in progress 
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