| 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 | 265 | 2020 |
| 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 | 256* | 2020 |
| 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 | 168 | 2021 |
| 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 | 158 | 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 | 135 | 2021 |
| Modular deep learning J Pfeiffer, S Ruder, I Vulić, EM Ponti arXiv preprint arXiv:2302.11529, 2023 | 124 | 2023 |
| 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 |
| 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 | 90 | 2020 |
| 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 | 86 | 2022 |
| MAD-G: Multilingual adapter generation for efficient cross-lingual transfer A Ansell, EM Ponti, J Pfeiffer, S Ruder, G Glavaš, I Vulić, A Korhonen 2021 Conference on Empirical Methods in Natural Language Processing, 4762-4781, 2021 | 86 | 2021 |
| 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 | 81 | 2018 |
| 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 | 69* | 2023 |
| 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 | 66 | 2020 |
| 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 | 65 | 2018 |
| 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 | 63 | 2022 |
| 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 | 62* | 2022 |
| 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 | 53 | 2018 |
| 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 | 53 | 2018 |
| Model merging by uncertainty-based gradient matching N Daheim, T Möllenhoff, EM Ponti, I Gurevych, ME Khan ICLR 2024, 2023 | 50 | 2023 |
| Dynamic memory compression: Retrofitting LLMs for accelerated inference P Nawrot, A Łańcucki, M Chochowski, D Tarjan, EM Ponti arXiv preprint arXiv:2403.09636, 2024 | 47 | 2024 |
Ivan VulićGoogle DeepMind & University of CambridgeVerified email at cam.ac.uk
