Anna Korhonen

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Roi ReichartTechnion - Israel Institute of TechnologyVerified email at ie.technion.ac.il
Edoardo M. PontiUniversity of Edinburgh / NVIDIAVerified email at ed.ac.uk
Ulla SteniusKarolinska InstitutetVerified email at ki.se
Felix HillResearch Scientist, DeepmindVerified email at google.com
Goran GlavašProfessor of Computer Science (Chair for Natural Language Processing), University of WürzburgVerified email at uni-wuerzburg.de
Simon BakerUniversity of CambridgeVerified email at cam.ac.uk
Lin SunGreedy Intelligence LtdVerified email at cl.cam.ac.uk
Sampo PyysaloUniversity of TurkuVerified email at utu.fi
Nigel CollierProfessor of Natural Language Processing, University of CambridgeVerified email at cam.ac.uk
Olga MajewskaAmazon AGI, University of CambridgeVerified email at cam.ac.uk
Diana McCarthyAffiliated Lecturer, DTAL University of CambridgeVerified email at dianamccarthy.co.uk
Martha Stone PalmerProfessor of Linguistics, Computer Science, University of ColoradoVerified email at colorado.edu
Diarmuid Ó SéaghdhaAppleVerified email at cam.ac.uk
Ekaterina ShutovaILLC, University of AmsterdamVerified email at berkeley.edu
Neville RyantUniversity of PennsylvaniaVerified email at ldc.upenn.edu
Billy ChiuPhD student at University of CambridgeVerified email at cam.ac.uk
Daniela GerzPolyAI; PhD student, Language Technology Lab, University of CambridgeVerified email at poly-ai.com
Gamal CrichtonPathway AIVerified email at cam.ac.uk
Barry DevereuxSenior Lecturer in AI, Queen's University, BelfastVerified email at qub.ac.uk
Qianchu LiuMicrosoft Research CambridgeVerified email at cam.ac.uk

Anna Korhonen

Professor, Artificial Intelligence, University of Cambridge

Verified email at cam.ac.uk - Homepage

Natural Language Processing Artificial Intelligence Responsible AI Machine Learning Health AI


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Simlex-999: Evaluating semantic models with (genuine) similarity estimation F Hill, R Reichart, A Korhonen Computational Linguistics 41 (4), 665-695, 2015	1624	2015
Learning distributed representations of sentences from unlabelled data F Hill, K Cho, A Korhonen arXiv preprint arXiv:1602.03483, 2016	735	2016
A large-scale classification of English verbs K Kipper, A Korhonen, N Ryant, M Palmer Language Resources and Evaluation 42, 21-40, 2008	532	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	438	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	324	2016
Extending VerbNet with Novel Verb Classes. K Kipper, A Korhonen, N Ryant, M Palmer LREC, 1027-1032, 2006	308	2006
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	273	2017
Subcategorization acquisition A Korhonen University of Cambridge, 2002	268	2002
Metaphor identification using verb and noun clustering E Shutova, L Sun, A Korhonen Proceedings of the 23rd International Conference on Computational …, 2010	263	2010
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	259	2017
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	254	2020
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	237	2016
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	234	2020
Statistical metaphor processing E Shutova, S Teufel, A Korhonen Computational Linguistics 39 (2), 301-353, 2013	211	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	204	2013
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	157	2019
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	152	2016
A systematic literature review of automatic Alzheimer’s disease detection from speech and language U Petti, S Baker, A Korhonen Journal of the American Medical Informatics Association 27 (11), 1784-1797, 2020	151	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	148	2006
Extended lexical-semantic classification of English verbs A Korhonen, T Briscoe Proceedings of the Computational Lexical Semantics Workshop at HLT-NAACL …, 2004	142	2004

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