The Word-Space Model: Using distributional analysis to represent syntagmatic and paradigmatic relations between words in high-dimensional vector spaces M Sahlgren Institutionen för lingvistik, 2006 | 945 | 2006 |
The distributional hypothesis M Sahlgren Italian Journal of Linguistics 20, 33-53, 2008 | 804 | 2008 |
An introduction to random indexing M Sahlgren Methods and applications of semantic indexing workshop at the 7th …, 2005 | 641 | 2005 |
Permutations as a means to encode order in word space M Sahlgren, A Holst, P Kanerva The 30th Annual Meeting of the Cognitive Science Society (CogSci'08), 23-26 …, 2008 | 222 | 2008 |
Using bag-of-concepts to improve the performance of support vector machines in text categorization M Sahlgren, R Cöster The 20th international conference on Computational Linguistics (COLING'04), 2004 | 197 | 2004 |
From words to understanding J Karlgren, M Sahlgren CSLI publications, 2001 | 189 | 2001 |
Automatic bilingual lexicon acquisition using random indexing of parallel corpora M Sahlgren, J Karlgren Natural language engineering 11 (3), 327-341, 2005 | 104 | 2005 |
Vector-based semantic analysis: Representing word meanings based on random labels M Sahlgren Semantic Knowledge Acquisition and Categorisation Workshop at ESSLLI XIII …, 2001 | 102 | 2001 |
The Effects of Data Size and Frequency Range on Distributional Semantic Models M Sahlgren, A Lenci Empirical Methods in Natural Language Processing (EMNLP), 975-980, 2016 | 86 | 2016 |
Encoding sequential information in semantic space models: Comparing holographic reduced representation and random permutation G Recchia, M Sahlgren, P Kanerva, MN Jones Computational intelligence and neuroscience 2015 (1), 986574, 2015 | 82 | 2015 |
Semantic re-tuning with contrastive tension F Carlsson, E Gogoulou, E Ylipää, A Cuba Gyllensten, M Sahlgren International Conference on Learning Representations, 2021, 2021 | 69 | 2021 |
Annotating speaker stance in discourse: the Brexit Blog Corpus V Simaki, C Paradis, M Skeppstedt, M Sahlgren, K Kucher, A Kerren Corpus Linguistics and Linguistic Theory 16 (2), 215-248, 2020 | 58 | 2020 |
A comparative evaluation and analysis of three generations of Distributional Semantic Models A Lenci, M Sahlgren, P Jeuniaux, A Cuba Gyllensten, M Miliani Language resources and evaluation 56 (4), 1269-1313, 2022 | 55 | 2022 |
Cross-lingual and multilingual clip F Carlsson, P Eisen, F Rekathati, M Sahlgren Proceedings of the thirteenth language resources and evaluation conference …, 2022 | 54 | 2022 |
Encoding sequential information in vector space models of semantics: Comparing holographic reduced representation and random permutation G Recchia, M Jones, M Sahlgren, P Kanerva Proceedings of the Annual Meeting of the Cognitive Science Society 32 (32), 2010 | 49 | 2010 |
Usefulness of sentiment analysis J Karlgren, M Sahlgren, F Olsson, F Espinoza, O Hamfors European Conference on Information Retrieval, 426-435, 2012 | 48 | 2012 |
Finding semantically related words in Dutch. Co-occurrences versus syntactic contexts Y Peirsman, K Heylen, D Speelman CoSMO workshop, 9-16, 2007 | 47 | 2007 |
Active learning and visual analytics for stance classification with ALVA K Kucher, C Paradis, M Sahlgren, A Kerren ACM Transactions on Interactive Intelligent Systems (TiiS) 7 (3), 1-31, 2017 | 46 | 2017 |
Detecting linguistic markers of violent extremism in online environments F Johansson, L Kaati, M Sahlgren Artificial intelligence: Concepts, methodologies, tools, and applications …, 2017 | 45 | 2017 |
Visual analysis of online social media to open up the investigation of stance phenomena K Kucher, T Schamp-Bjerede, A Kerren, C Paradis, M Sahlgren Information Visualization 15 (2), 93-116, 2016 | 40 | 2016 |