Edoardo M. Ponti

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Ivan VulićSenior Research Associate, University of Cambridge & PolyAIVerified email at cam.ac.uk
Anna KorhonenProfessor, Computer Science and Linguistics, University of CambridgeVerified email at cam.ac.uk
Roi ReichartTechnion - Israel Institute of TechnologyVerified email at ie.technion.ac.il
Goran GlavašAssistant Professor, University of MannheimVerified email at informatik.uni-mannheim.de
Ryan CotterellETH Zürich, University of CambridgeVerified email at inf.ethz.ch
Daniela GerzPolyAI; PhD student, Language Technology Lab, University of CambridgeVerified email at cam.ac.uk
Olga MajewskaUniversity of CambridgeVerified email at cam.ac.uk
Anne LauscherUniversity of MannheimVerified email at informatik.uni-mannheim.de
Ekaterina ShutovaILLC, University of AmsterdamVerified email at berkeley.edu
Yevgeni BerzakMITVerified email at mit.edu
Nikola MrkšićPolyAI, University of CambridgeVerified email at poly-ai.com
Jason NaradowskyResearcher, Preferred NetworksVerified email at preferred.jp
Bernardo MagniniResearcher, Fondazone Bruno Kessler - FBK, Trento, ItalyVerified email at fbk.eu
Elisabetta JezekAssociate Professor of Linguistics, University of PaviaVerified email at unipv.it
Ekaterina VylomovaUniversity of MelbourneVerified email at unimelb.edu.au
Isabelle AugensteinAssociate Professor, Department of Computer Science, University of CopenhagenVerified email at di.ku.dk
Aishwarya KamathNew York UniversityVerified email at nyu.edu
Jonas PfeifferPhD Student - Technical University of DarmstadtVerified email at ukp.informatik.tu-darmstadt.de
Robert LitschkoUniversity of MannheimVerified email at informatik.uni-mannheim.de
Qianchu LiuUniversity of CambridgeVerified email at cam.ac.uk

Edoardo M. Ponti

Mila Montreal / University of Cambridge

Verified email at mila.quebec - Homepage

Natural Language Processing Machine Learning Linguistic Typology


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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	44	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	34	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	29	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	28	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	25*	2019
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP EM Ponti, R Reichart, A Korhonen, I Vulic ACL 2018, 2018	25	2018
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	20	2020
Probing pretrained language models for lexical semantics I Vulić, EM Ponti, R Litschko, G Glavaš, A Korhonen arXiv preprint arXiv:2010.05731, 2020	12	2020
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	12	2019
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	12	2017
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	9	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	9	2020
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	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
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

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