Edoardo Maria Ponti

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

Edoardo Maria Ponti, Helen O’Horan, Yevgeni Berzak et al. · Computational Linguistics · 2019 · 135 citations · Full text

Engineering, Language Variation, Semantics +20

Visually Grounded Reasoning across Languages and Cultures

Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 87 citations · Full text

Language Grounding, Engineering, Cross-lingual Representation +21

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling

Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti et al. · 2018 · 63 citations · Full text

Composable Sparse Fine-Tuning for Cross-Lingual Transfer

Alan Ansell, Edoardo Maria Ponti, Anna Korhonen et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 60 citations · Full text

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity

Ivan Vulić, Simon Baker, Edoardo Maria Ponti et al. · Computational Linguistics · 2020 · 57 citations · Full text

Engineering, Cross-lingual Representation, Multilingual Pretraining +18