Anders Søgaard
Anders Søgaard
Full Professor in NLP and Machine Learning, University of Copenhagen
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Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm
B Felbo, A Mislove, A Søgaard, I Rahwan, S Lehmann
arXiv preprint arXiv:1708.00524, 2017
3202017
Multilingual part-of-speech tagging with bidirectional long short-term memory models and auxiliary loss
B Plank, A Søgaard, Y Goldberg
arXiv preprint arXiv:1604.05529, 2016
2862016
Deep multi-task learning with low level tasks supervised at lower layers
A Søgaard, Y Goldberg
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
2852016
A survey of cross-lingual word embedding models
S Ruder, I Vulić, A Søgaard
Journal of Artificial Intelligence Research 65, 569-631, 2019
226*2019
Identifying beneficial task relations for multi-task learning in deep neural networks
J Bingel, A Søgaard
arXiv preprint arXiv:1702.08303, 2017
1442017
Latent multi-task architecture learning
S Ruder, J Bingel, I Augenstein, A Søgaard
Proceedings of the AAAI Conference on Artificial Intelligence 33, 4822-4829, 2019
130*2019
Simple task-specific bilingual word embeddings
S Gouws, A Søgaard
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
1172015
On the limitations of unsupervised bilingual dictionary induction
A Søgaard, S Ruder, I Vulić
arXiv preprint arXiv:1805.03620, 2018
1102018
Data point selection for cross-language adaptation of dependency parsers
A Søgaard
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
1062011
Semi-supervised condensed nearest neighbor for part-of-speech tagging
A Søgaard
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
892011
Improving sentence compression by learning to predict gaze
S Klerke, Y Goldberg, A Søgaard
arXiv preprint arXiv:1604.03357, 2016
852016
Multilingual projection for parsing truly low-resource languages
Ž Agić, A Johannsen, B Plank, HM Alonso, N Schluter, A Søgaard
Transactions of the Association for Computational Linguistics 4, 301-312, 2016
772016
Cross-lingual syntactic variation over age and gender
A Johannsen, D Hovy, A Søgaard
Proceedings of the nineteenth conference on computational natural language …, 2015
672015
Inverted indexing for cross-lingual NLP
A Søgaard, Ž Agić, HM Alonso, B Plank, B Bohnet, A Johannsen
The 53rd Annual Meeting of the Association for Computational Linguistics and …, 2015
642015
Simple semi-supervised training of part-of-speech taggers
A Søgaard
Proceedings of the ACL 2010 Conference Short Papers, 205-208, 2010
602010
Tagging performance correlates with author age
D Hovy, A Søgaard
Proceedings of the 53rd annual meeting of the Association for Computational …, 2015
572015
User review sites as a resource for large-scale sociolinguistic studies
D Hovy, A Johannsen, A Søgaard
Proceedings of the 24th international conference on World Wide Web, 452-461, 2015
562015
Semi-supervised learning and domain adaptation in natural language processing
A Søgaard
Synthesis Lectures on Human Language Technologies 6 (2), 1-103, 2013
562013
A strong baseline for learning cross-lingual word embeddings from sentence alignments
O Levy, A Søgaard, Y Goldberg
arXiv preprint arXiv:1608.05426, 2016
542016
If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages
Ž Agić, D Hovy, A Søgaard
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
522015
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