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Edoardo M. Ponti
Edoardo M. Ponti
Andre navneEdoardo Maria Ponti, Edoardo Ponti
University of Edinburgh / NVIDIA
Verificeret mail på ed.ac.uk - Startside
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Probing pretrained language models for lexical semantics
I Vulić, EM Ponti, R Litschko, G Glavaš, A Korhonen
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
2522020
A multilingual dataset for causal commonsense reasoning
EM Ponti, G Glavaš, O Majewska, Q Liu, I Vulić, A Korhonen
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
228*2020
Modeling language variation and universals: A survey on typological linguistics for natural language processing
EM Ponti, H O’horan, Y Berzak, I Vulić, R Reichart, T Poibeau, E Shutova, ...
Computational Linguistics 45 (3), 559-601, 2019
1552019
Visually grounded reasoning across languages and cultures
F Liu, E Bugliarello, EM Ponti, S Reddy, N Collier, D Elliott
🏆 Best paper award. Proceedings of the 2021 Conference on Empirical Methods …, 2021
1522021
Specializing unsupervised pretraining models for word-level semantic similarity
A Lauscher, I Vulić, EM Ponti, A Korhonen, G Glavaš
Proceedings of the 28th International Conference on Computational …, 2019
116*2019
Composable sparse fine-tuning for cross-lingual transfer
A Ansell, EM Ponti, A Korhonen, I Vulić
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2021
1082021
Modular deep learning
J Pfeiffer, S Ruder, I Vulić, EM Ponti
arXiv preprint arXiv:2302.11529, 2023
1052023
MAD-G: Multilingual adapter generation for efficient cross-lingual transfer
A Ansell, EM Ponti, J Pfeiffer, S Ruder, G Glavaš, I Vulić, A Korhonen
Findings of the Association for Computational Linguistics: EMNLP 2021, 4762-4781, 2021
862021
A large-scale evaluation of multilingual and crosslingual lexical semantic similarity
I Vulić, S Baker, EM Ponti, U Petti, I Leviant, K Wing, O Majewska, E Bar, ...
Computational Linguistics 46 (4), 847-897, 2020
832020
Faithdial: A faithful benchmark for information-seeking dialogue
N Dziri, E Kamalloo, S Milton, O Zaiane, M Yu, EM Ponti, S Reddy
Transactions of the Association for Computational Linguistics 10, 1473-1490, 2022
812022
On the relation between linguistic typology and (limitations of) multilingual language modeling
D Gerz, I Vulic, EM Ponti, R Reichart, A Korhonen
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
782018
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
E Vylomova, J White, E Salesky, SJ Mielke, S Wu, E Ponti, RH Maudslay, ...
Proceedings of the 17th SIGMORPHON Workshop on Computational Research in …, 2020
642020
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
D Gerz, I Vulić, EM Ponti, J Naradowsky, R Reichart, A Korhonen
Transactions of the Association for Computational Linguistics 6, 451-266, 2018
642018
Combining parameter-efficient modules for task-level generalisation
EM Ponti, A Sordoni, Y Bengio, S Reddy
Proceedings of the 17th Conference of the European Chapter of the …, 2023
60*2023
Crossing the conversational chasm: A primer on natural language processing for multilingual task-oriented dialogue systems
E Razumovskaia, G Glavas, O Majewska, EM Ponti, A Korhonen, I Vulic
Journal of Artificial Intelligence Research 74, 1351-1402, 2022
59*2022
IGLUE: A benchmark for transfer learning across modalities, tasks, and languages
E Bugliarello, F Liu, J Pfeiffer, S Reddy, D Elliott, EM Ponti, I Vulić
International Conference on Machine Learning, 2370-2392, 2022
552022
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
EM Ponti, I Vulić, G Glavaš, N Mrkšić, A Korhonen
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
532018
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP
EM Ponti, R Reichart, A Korhonen, I Vulic
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
522018
Image retrieval from contextual descriptions
B Krojer, V Adlakha, V Vineet, Y Goyal, E Ponti, S Reddy
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
382022
Model merging by uncertainty-based gradient matching
N Daheim, T Möllenhoff, EM Ponti, I Gurevych, ME Khan
ICLR 2024, 2023
322023
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