Simlex-999: Evaluating semantic models with (genuine) similarity estimation F Hill, R Reichart, A Korhonen Computational Linguistics 41 (4), 665-695, 2015 | 1547 | 2015 |
Learning distributed representations of sentences from unlabelled data F Hill, K Cho, A Korhonen arXiv preprint arXiv:1602.03483, 2016 | 701 | 2016 |
A large-scale classification of English verbs K Kipper, A Korhonen, N Ryant, M Palmer Language Resources and Evaluation 42, 21-40, 2008 | 518 | 2008 |
How to train good word embeddings for biomedical NLP B Chiu, G Crichton, A Korhonen, S Pyysalo Proceedings of the 15th workshop on biomedical natural language processing …, 2016 | 418 | 2016 |
Simverb-3500: A large-scale evaluation set of verb similarity D Gerz, I Vulić, F Hill, R Reichart, A Korhonen arXiv preprint arXiv:1608.00869, 2016 | 300 | 2016 |
Extending VerbNet with Novel Verb Classes. K Kipper, A Korhonen, N Ryant, M Palmer LREC, 1027-1032, 2006 | 298 | 2006 |
Subcategorization acquisition A Korhonen University of Cambridge, 2002 | 270 | 2002 |
Metaphor identification using verb and noun clustering E Shutova, L Sun, A Korhonen Proceedings of the 23rd International Conference on Computational …, 2010 | 253 | 2010 |
A neural network multi-task learning approach to biomedical named entity recognition G Crichton, S Pyysalo, B Chiu, A Korhonen BMC bioinformatics 18, 1-14, 2017 | 252 | 2017 |
Semantic specialization of distributional word vector spaces using monolingual and cross-lingual constraints N Mrkšić, I Vulić, DÓ Séaghdha, I Leviant, R Reichart, M Gašić, ... Transactions of the association for Computational Linguistics 5, 309-324, 2017 | 247 | 2017 |
Learning to understand phrases by embedding the dictionary F Hill, K Cho, A Korhonen, Y Bengio Transactions of the Association for Computational Linguistics 4, 17-30, 2016 | 220 | 2016 |
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 | 219 | 2020 |
Statistical metaphor processing E Shutova, S Teufel, A Korhonen Computational Linguistics 39 (2), 301-353, 2013 | 205 | 2013 |
Automatic linguistic annotation of large scale L2 databases: The EF-Cambridge Open Language Database (EFCAMDAT) J Geertzen, T Alexopoulou, A Korhonen Proceedings of the 31st Second Language Research Forum. Somerville, MA …, 2013 | 183 | 2013 |
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 | 173 | 2020 |
Zone analysis in biology articles as a basis for information extraction Y Mizuta, A Korhonen, T Mullen, N Collier International journal of medical informatics 75 (6), 468-487, 2006 | 145 | 2006 |
Intrinsic evaluation of word vectors fails to predict extrinsic performance B Chiu, A Korhonen, S Pyysalo Proceedings of the 1st workshop on evaluating vector-space representations …, 2016 | 144 | 2016 |
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 | 142 | 2019 |
Extended lexical-semantic classification of English verbs A Korhonen, T Briscoe Proceedings of the Computational Lexical Semantics Workshop at HLT-NAACL …, 2004 | 139 | 2004 |
Improving verb clustering with automatically acquired selectional preferences L Sun, A Korhonen Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009 | 130 | 2009 |