Magnus Sahlgren
Magnus Sahlgren
AI Sweden
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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
The distributional hypothesis
M Sahlgren
Italian Journal of Linguistics 20, 33-53, 2008
An introduction to random indexing
M Sahlgren
Methods and applications of semantic indexing workshop at the 7th …, 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
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
From words to understanding
J Karlgren, M Sahlgren
CSLI publications, 2001
Vector-based semantic analysis: Representing word meanings based on random labels
M Sahlgren
Semantic Knowledge Acquisition and Categorisation Workshop at ESSLLI XIII …, 2001
Automatic bilingual lexicon acquisition using random indexing of parallel corpora
M Sahlgren, J Karlgren
Natural language engineering 11 (3), 327-341, 2005
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
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, 58-58, 2015
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
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
Usefulness of sentiment analysis
J Karlgren, M Sahlgren, F Olsson, F Espinoza, O Hamfors
Advances in Information Retrieval: 34th European Conference on IR Research …, 2012
Filaments of meaning in word space
J Karlgren, A Holst, M Sahlgren
Advances in Information Retrieval: 30th European Conference on IR Research …, 2008
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
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
Terminology mining in social media
M Sahlgren, J Karlgren
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
Navigating the Semantic Horizon using Relative Neighborhood Graphs
A Cuba Gyllensten, M Sahlgren
Empirical Methods in Natural Language Processing, 2451-2460, 2015
Semantic re-tuning with contrastive tension
S Janson, E Gogoulou, E Ylipää, A Cuba Gyllensten, M Sahlgren
International Conference on Learning Representations, 2021, 2021
AthosMail–a multilingual adaptive spoken dialogue system for E-mail domain
M Turunen, EP Salonen, M Hartikainen, J Hakulinen, W Black, A Ramsay, ...
Workshop on Robust and Adaptive Information Processing for Mobile Speech …, 2004
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