| 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 | 38 | 2019 |
| On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling D Gerz, I Vulic, EM Ponti, R Reichart, A Korhonen EMNLP 2018, 2018 | 29 | 2018 |
| Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EM Ponti, I Vulić, G Glavaš, N Mrkšić, A Korhonen EMNLP 2018, 2018 | 28 | 2018 |
| 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 | 25 | 2018 |
| Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP EM Ponti, R Reichart, A Korhonen, I Vulic ACL 2018, 2018 | 24 | 2018 |
| Specializing unsupervised pretraining models for word-level semantic similarity A Lauscher, I Vulić, EM Ponti, A Korhonen, G Glavaš arXiv preprint arXiv:1909.02339, 2019 | 20* | 2019 |
| SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection E Vylomova, J White, E Salesky, SJ Mielke, S Wu, E Ponti, RH Maudslay, ... arXiv preprint arXiv:2006.11572, 2020 | 16 | 2020 |
| Specializing distributional vectors of all words for lexical entailment A Kamath, J Pfeiffer, E Ponti, G Glava, I Vulic | 12 | 2019 |
| Event-related features in feedforward neural networks contribute to identifying causal relations in discourse EM Ponti, A Korhonen Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and …, 2017 | 11 | 2017 |
| Towards zero-shot language modeling EM Ponti, I Vulić, R Cotterell, R Reichart, A Korhonen Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 10 | 2019 |
| Multi-SimLex: A large-scale evaluation of multilingual and cross-lingual lexical semantic similarity I Vulić, S Baker, EM Ponti, U Petti, I Leviant, K Wing, O Majewska, E Bar, ... Computational Linguistics, 1-51, 2020 | 7 | 2020 |
| Probing pretrained language models for lexical semantics I Vulić, EM Ponti, R Litschko, G Glavaš, A Korhonen arXiv preprint arXiv:2010.05731, 2020 | 7 | 2020 |
| XCOPA: A multilingual dataset for causal commonsense reasoning EM Ponti, G Glavaš, O Majewska, Q Liu, I Vulić, A Korhonen arXiv preprint arXiv:2005.00333, 2020 | 7 | 2020 |
| Cross-lingual semantic specialization via lexical relation induction EM Ponti, I Vulić, G Glavaš, R Reichart, A Korhonen Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 7 | 2019 |
| SIGTYP 2020 Shared Task: Prediction of Typological Features J Bjerva, E Salesky, SJ Mielke, A Chaudhary, GGA Celano, EM Ponti, ... arXiv preprint arXiv:2010.08246, 2020 | 5 | 2020 |
| Distributed representations of lexical sets and prototypes in causal alternation verbs EM Ponti, B Magnini, E Jezek IJCoL. Italian Journal of Computational Linguistics 3 (3-1), 25-42, 2017 | 5* | 2017 |
| Decoding sentiment from distributed representations of sentences EM Ponti, I Vulić, A Korhonen *SEM 2017, 2017 | 5 | 2017 |
| Semantic specialization of distributional word vectors G Glavaś, EM Ponti, I Vulić Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 4 | 2019 |
| Divergence from syntax to linear order in ancient greek lexical networks EM Ponti The Twenty-Ninth International Flairs Conference, 2016 | 3 | 2016 |
| Internal and external pressures on language emergence: least effort, object constancy and frequency D Rodríguez Luna, EM Ponti, D Hupkes, E Bruni arXiv e-prints, arXiv: 2004.03868, 2020 | 2* | 2020 |
Ivan VulićSenior Research Associate, University of Cambridge & PolyAIVerified email at cam.ac.uk
