Edoardo Maria Ponti
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Text Readability and Simplification, Language and cultural evolution
Most-Cited Works
- → Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing(2019)136 cited
- → Visually Grounded Reasoning across Languages and Cultures(2021)87 cited
- → On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling(2018)63 cited
- → Composable Sparse Fine-Tuning for Cross-Lingual Transfer(2022)60 cited
- → Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity(2020)60 cited
- → MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer(2021)54 cited
- → Proceedings of the 5th Workshop on Representation Learning for NLP(2020)48 cited
- → Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction(2018)48 cited
- → Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP(2018)47 cited
- → Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization(2018)38 cited