Publications
Number of items: 46.

Article

Sahlgren, Magnus (2008) The Distributional Hypothesis. Rivista di Linguistica (Italian Journal of Linguistics), 20 (1). pp. 33-53. ISSN 1120-2726

Sahlgren, Magnus (2006) Concept-based text representations for categorization problems. ERCIM News (64).

Sahlgren, Magnus and Karlgren, Jussi (2005) Automatic Bilingual Lexicon Acquisition Using Random Indexing of Parallel Corpora. Natural Language Engineering, 11 (3). pp. 327-341.

Sahlgren, Magnus (2002) Random indexing of linguistic units for vector-based semantic analysis. ERCIM News (50).

Book

Sahlgren, Magnus and Knutsson, Ola (2010) Workshop on Extracting and Using Constructions in Computational Linguistics. NAACL HLT 2010 . ACL, Los Angeles, California, USA.

Book Section

Hansen, Preben and Karlgren, Jussi and Sahlgren, Magnus (2004) Cooperation, bookmarking, and thesaurus in interactive bilingual question answering. In: Multilingual Information Access for Text, Speech and Images (5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, UK, September 15-17, 2004, Revised Selected Papers). Lecture Notes in Computer Science (3491). Springer, pp. 343-347. ISBN 978-3-540-27420-9

Sahlgren, Magnus and Karlgren, Jussi and Cöster, Rickard and Järvinen, Timo (2003) Automatic query expansion using random indexing. In: Advances in Cross-Language Information Retrieval: Third Workshop of the Cross-Language Evaluation Forum, CLEF 2002. Rome, Italy, September 19-20, 2002: Revised Papers. Lecture Notes in Computer Science (2785). Springer-Verlag, pp. 311-320. ISBN 3540408304

Karlgren, Jussi and Sahlgren, Magnus (2002) Vector-based semantic analysis using random indexing and morphological analysis for cross-lingual information retrieval. In: Revised Papers from the Second Workshop of the Cross-Language Evaluation Forum on Evaluation of Cross-Language Information Retrieval Systems, Darmstadt, Germany, September 3 - 4, 2001. Lecture Notes In Computer Science (2406). Springer-Verlag, pp. 169-176. ISBN 3-540-44042-9

Karlgren, Jussi and Sahlgren, Magnus (2001) From Words to Understanding. In: Foundations of Real-World Intelligence. CSLI Publications, Stanford, California, pp. 294-308. ISBN 1575863383

Kanerva, Pentti and Sjödin, Gunnar and Kristoferson, Jan and Karlsson, R. and Levin, Björn and Holst, Anders and Karlgren, Jussi and Sahlgren, Magnus (2001) Computing with large random patterns. In: Foundations of Real-World Intelligence. CSLI Publications, Stanford, California, pp. 251-311.

Conference or Workshop Item

Recchia, Gabriel and Jones, Michael and Sahlgren, Magnus and Kanerva, Pentti (2010) Encoding Sequential Information in Vector Space Models of Semantics: Comparing Holographic Reduced Representation and Random Permutation. In: Proceedings of the 32nd Annual Cognitive Science Society, 11-14 Aug 2010, Portland, Oregon, USA.

Karlgren, Jussi and Eriksson, Gunnar and Täckström, Oscar and Sahlgren, Magnus (2010) Between Bags and Trees - Constructional Patterns in Text Used for Attitude Identification. In: ECIR 2010, 32nd European Conference on Information Retrieval, 2010-03-28 -- 2010-03-31, Milton Keynes, Great Britain. (In Press)

Sahlgren, Magnus and Karlgren, Jussi (2009) Terminology mining in social media. In: The 18th ACM Conference on Information and Knowledge Management (CIKM 2009), 2-6 Nov 2009, Hong Kong.

Täckström, Oscar and Bergh, Cecilia and Sahlgren, Magnus and Sjölinder, Marie and Södersten, Per and Zandian, Modjtaba (2008) An Embodied question answering system for use in the treatment of eating disorders. In: The Fourth International Workshop on Human-Computer Conversation, 6-7 October 2008, Bellagio, Italy.

Sahlgren, Magnus and Karlgren, Jussi (2008) Buzz monitoring in word space. In: European Conference on Intelligence and Security Informatics (EuroISI 2008), 3-5 December 2008, Esbjerg, Denmark.

Karlgren, Jussi and Holst, Anders and Sahlgren, Magnus (2008) Filaments of Meaning in Word Space. In: European Conference on Information Retrieval, 30 March - 3 April 2008, Glasgow.

Sahlgren, Magnus and Holst, Anders and Kanerva, Pentti (2008) Permutations as a means to encode order in word space. In: The 30th Annual Meeting of the Cognitive Science Society (CogSci'08), 23-26 July 2008, Washington D.C., USA.

Sahlgren, Magnus and Karlgren, Jussi and Eriksson, Gunnar (2007) SICS: Valence annotation based on seeds in word space. In: Fourth International Workshop on Semantic Evaluations (SemEval-2007), June 2007, Prague, Czech Republic.

Olsson, Fredrik and Karlgren, Jussi and Hansen, Preben and Svensson, Martin and Cöster, Rickard and Sahlgren, Magnus (2006) Consensus and opinions; quality and churn. In: AAAI Spring Symposium on Computational Approaches to Analysing Weblogs, 27-29 March 2006, Stanford, California.

Gambäck, Björn and Sahlgren, Magnus and Argaw, Atelach Alemu and Asker, Lars (2006) Applying machine learning to Amharic text classification. In: WOCAL 5: 5th World Congress of African Linguistics, 7-11 August 2006, Addis Ababa University, Ethiopia. (In Press)

Argaw, Atelach Alemu and Asker, Lars and Cöster, Rickard and Karlgren, Jussi and Sahlgren, Magnus (2006) Dictionary-based Amharic-French Information Retrieval. In: Accessing Multilingual Information Repositories: 6th Workshop of the Cross-Language Evalution Forum, CLEF 2005, Vienna, Austria, 21-23 September, 2005, Revised Papers, 21-23 Sep 2005, Vienna, Austria.

Sahlgren, Magnus (2006) Towards pertinent evaluation methodologies for word-space models. In: LREC 2006: Language Resources and Evaluation, 24-26 May 2006, Genoa, Italy.

Karlgren, Jussi and Sahlgren, Magnus and Cöster, Rickard (2006) Weighting Query Terms Based on Distributional Statistics. In: Accessing Multilingual Information Repositories: 6th Workshop of the Cross-Language Evalution Forum, CLEF 2005, Vienna, Austria, 21-23 September, 2005, Revised Papers, September, 2005, Wien, Austria. (In Press)

Sahlgren, Magnus and Karlgren, Jussi (2005) Counting Lumps in Word Space: Density as a Measure of Corpus Homogeneity. In: String Processing and Information Retrieval: 12th International Conference, SPIRE 2005, 2-4 Nov, 2005, Buenos Aires, Argentine.

Sahlgren, Magnus (2005) An Introduction to Random Indexing. In: Methods and Applications of Semantic Indexing Workshop at the 7th International Conference on Terminology and Knowledge Engineering, 16 Aug 2005, Copenhagen, Denmark.

Bigert, Johnny and Sjöbergh, Jonas and Knutsson, Ola and Sahlgren, Magnus (2005) Unsupervised Evaluation of Parser Robustness. In: CICLing 2005, 13-19 Feb 2005, Mexico City, Mexico.

Holmlund, Jon and Sahlgren, Magnus and Karlgren, Jussi (2005) Creating Bilingual Lexica Using Reference Wordlists for Alignment of Monolingual Semantic Vector Spaces. In: 15th Nordic Conference of Computational Linguistics, 20-21 May 2005, Joensuu.

Karlgren, Jussi and Sahlgren, Magnus and Järvinen, Timo and Cöster, Rickard (2005) Dynamic lexica for query translation. In: Third Workshop of the Cross-Language Evaluation Forum (CLEF), September 2004, Bath, England.

Sahlgren, Magnus (2004) Automatic bilingual lexicon acquisition using random indexing of aligned bilingual data. In: Fourth International conference on Language Resources and Evaluation (LREC 2004), 26-28 May 2004, Lisbon, Portugal.

Karlgren, Jussi and Sahlgren, Magnus and Cöster, Rickard (2004) Selective compound splitting of Swedish queries for Boolean combinations of truncated terms. In: Fourth Workshop of the Cross-Language Evaluation Forum (CLEF), August 2003, Trondheim, Norway.

Sahlgren, Magnus and Cöster, Rickard (2004) Using bag-of-concepts to improve the performance of support vector machines in text categorization. In: The 20th international conference on Computational Linguistics (COLING'04).

Sahlgren, Magnus (2003) Content-based adaptivity in multilingual dialogue systems. In: 14th Nordic Conference on Computational Linguistics, NoDaLiDa '03, 30-31 May 2003, Reykjavík, Iceland.

Cöster, Rickard and Sahlgren, Magnus and Karlgren, Jussi (2003) Selective compound splitting of Swedish queries for boolean combination of truncated terms. In: Fourth CLEF workshop, 21-22 Aug 2003, Trondheim, Norway.

Gambäck, Björn and Sahlgren, Magnus and Hansen, Preben (2003) A spoken Swedish e-mail interface. In: Proceedings of the 14th Nordic Conference of Computational Linguistics, May 2003, University of Iceland, Reykjavík, Iceland.

Sahlgren, Magnus and Hansen, Preben and Karlgren, Jussi (2002) English-Japanese cross-lingual query expansion using random indexing of aligned bilingual text data. In: NTCIR Workshop, 8-10 Oct 2002, Tokyo, Japan.

Moscoso del Prado Martin, Fermin and Sahlgren, Magnus (2002) An integration of vector-based semantic analysis and simple recurrent networks for the automatic acquisition of lexical representations from unlabeled corpora. In: Linguistic Knowledge Acquisition and Representation: Bootstrapping Annotated Language Data Workshop at LREC 2002, 1 June 2002, Las Palmas, Spain.

Sahlgren, Magnus and Karlgren, Jussi and Cöster, Rickard (2002) SICS at CLEF 2002: automatic query expansion using random indexing. In: CLEF 2002 Workshop, 19-20 Sept 2002, Rome, Italy.

Sahlgren, Magnus (2002) Towards a flexible model of word meaning. In: AAAI Spring Symposium 2002, 25-27 Mar 2002, Stanford University, Palo Alto, California, USA.

Holst, Anders and Sahlgren, Magnus (2001) Dispersing the conceptual confusion. In: Consciousness and its Place in Nature: Toward a Science of Consciousness Conference, 7-11 Aug 2001, Skövde, Sweden.

Sahlgren, Magnus (2001) Representing word meanings based on random labels. In: 23rd Annual Conference of the Cognitive Science Society, 1-4 Aug 2001, Edinburgh, Scotland.

Sahlgren, Magnus and Swanberg, David (2001) Using linguistic information to improve the performance of vector-based semantic analysis. In: NoDaLiDa '01: 13th Nordic Conference on Computational Linguistics, 21-22 May 2001, Uppsala, Sweden.

Sahlgren, Magnus (2001) Vector-based semantic analysis: representing word meanings based on random labels. In: Semantic Knowledge Acquisition and Categorisation Workshop at ESSLLI XIII (European Summer School in Logic, Language and Information), 13-17 Aug 2001, Helsinki, Finland.

SICS Report

Sahlgren, Magnus and Knutsson, Ola (2009) Proceedings of the workshop on extracting and using constructions in NLP. [SICS Report]

Sahlgren, Magnus and Knutsson, Ola (2007) Proceedings of the Workshop Semantic Content Acquisition and Representation (SCAR) 2007. [SICS Report]

Thesis

Sahlgren, Magnus (2006) The Word-Space Model: using distributional analysis to represent syntagmatic and paradigmatic relations between words in high-dimensional vector spaces. Doctoral thesis, Stockholm University.

Sahlgren, Magnus and Swanberg, David (2000) Vector based semantic analysis: modeling linguistic knowledge in computer systems. Masters thesis, Stockholm University.

This list was generated on Mon Sep 25 18:05:51 2017 CEST.