Vector-based Semantic Analysis using Random Indexing and Morphological Analysis for Cross-Lingual Information Retrieval. - Jussi Karlgren; Magnus Sahlgren (CLEF (Working Notes), 2001)

Vector-Based Semantic Analysis Using Random Indexing for Cross-Lingual Query Expansion. - Magnus Sahlgren; Jussi Karlgren (CLEF, 2001)

Using Linguistic Information to Improve the Performance of Vector-Based Semantic Analysis. - Magnus Sahlgren; David Swanberg (NODALIDA, 2001)

Automatic Query Expansion Using Random Indexing. - Magnus Sahlgren; Jussi Karlgren; Rickard Cöster; Timo Järvinen (CLEF, 2002)

SICS at CLEF 2002: Automatic Query Expansion using Random Indexing. - Magnus Sahlgren; Jussi Karlgren; Rickard Cöster; Timo Järvinen (CLEF (Working Notes), 2002)

English-Japanese Cross-lingual Query Expansion Using Random Indexing of Aligned Bilingual Text Data. - Magnus Sahlgren; Preben Hansen; Jussi Karlgren (NTCIR, 2002)

Selective Compound Splitting of Swedish Queries for Boolean Combinations of Truncated Terms. - Rickard Cöster; Magnus Sahlgren; Jussi Karlgren (CLEF, 2003)

Cooperation, Bookmarking, and Thesaurus in Interactive Bilingual Question Answering. - Preben Hansen; Jussi Karlgren; Magnus Sahlgren (CLEF, 2004)

Bookmarking, Thesaurus, and Cooperation in Bilingual Question Answering. - Jussi Karlgren; Preben Hansen; Magnus Sahlgren (CLEF (Working Notes), 2004)

Dynamic Lexica for Query Translation. - Jussi Karlgren; Magnus Sahlgren; Timo Järvinen; Rickard Cöster (CLEF (Working Notes), 2004)

Using Bag-of-Concepts to Improve the Performance of Support Vector Machines in Text Categorization. - Magnus Sahlgren; Rickard Cöster (COLING, 2004)

Automatic Bilingual Lexicon Acquisition Using Random Indexing of Aligned Bilingual Data. - Magnus Sahlgren (LREC, 2004)

Unsupervised Evaluation of Parser Robustness. - Johnny Bigert; Jonas Sjöbergh; Ola Knutsson; Magnus Sahlgren (CICLing, 2005)

Dictionary-Based Amharic-French Information Retrieval. - Atelach Alemu Argaw; Lars Asker; Rickard Cöster; Jussi Karlgren; Magnus Sahlgren (CLEF, 2005)

Weighting Query Terms Based on Distributional Statistics. - Jussi Karlgren; Magnus Sahlgren; Rickard Cöster (CLEF, 2005)

Principled Query Processing. - Jussi Karlgren; Magnus Sahlgren; Rickard Cöster (CLEF (Working Notes), 2005)

Creating bilingual lexica using reference wordlists for alignment of monolingual semantic vector spaces. - Jon Holmlund; Magnus Sahlgren; Jussi Karlgren (NODALIDA, 2005)

Counting Lumps in Word Space: Density as a Measure of Corpus Homogeneity. - Magnus Sahlgren; Jussi Karlgren (SPIRE, 2005)

Automatic bilingual lexicon acquisition using random indexing of parallel corpora. - Magnus Sahlgren; Jussi Karlgren (Nat. Lang. Eng., 2005)

Consensus and Opinions; Quality and Churn. - Fredrik Olsson; Jussi Karlgren; Preben Hansen; Martin Svensson; Rickard Cöster; Magnus Sahlgren (AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs, 2006)

Towards pertinent evaluation methodologies for word-space models. - Magnus Sahlgren (LREC, 2006)

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

SICS: Valence annotation based on seeds in word space. - Magnus Sahlgren; Jussi Karlgren; Gunnar Eriksson (SemEval@ACL, 2007)

Filaments of Meaning in Word Space. - Jussi Karlgren; Anders Holst; Magnus Sahlgren (ECIR, 2008)

Buzz Monitoring in Word Space. - Magnus Sahlgren; Jussi Karlgren (EuroISI, 2008)

Terminology mining in social media. - Magnus Sahlgren; Jussi Karlgren (CIKM, 2009)

Between Bags and Trees - Constructional Patterns in Text Used for Attitude Identification. - Jussi Karlgren; Gunnar Eriksson; Magnus Sahlgren; Oscar Täckström (ECIR, 2010)

Incremental dimension reduction of tensors with random index - Fredrik Sandin; Blerim Emruli; Magnus Sahlgren (CoRR, 2011)

Profiling Reputation of Corporate Entities in Semantic Space. - Jussi Karlgren; Magnus Sahlgren; Fredrik Olsson; Fredrik Espinoza; Ola Hamfors (CLEF (Online Working Notes/Labs/Workshop), 2012)

Usefulness of Sentiment Analysis. - Jussi Karlgren; Magnus Sahlgren; Fredrik Olsson; Fredrik Espinoza; Ola Hamfors (ECIR, 2012)

STAVICTA Group Report for RepLab 2014 Reputation Dimension Task. - Afshin Rahimi; Magnus Sahlgren; Andreas Kerren; Carita Paradis (CLEF (Working Notes), 2014)

Visual analysis of stance markers in online social media. - Kostiantyn Kucher; Andreas Kerren; Carita Paradis; Magnus Sahlgren (IEEE VAST, 2014)

Evaluating Learning Language Representations. - Jussi Karlgren; Jimmy Callin; Kevyn Collins-Thompson; Amaru Cuba Gyllensten; Ariel Ekgren; David Jurgens; Anna Korhonen; Fredrik Olsson; Magnus Sahlgren; Hinrich Schütze (CLEF, 2015)

Navigating the Semantic Horizon using Relative Neighborhood Graphs. - Amaru Cuba Gyllensten; Magnus Sahlgren (EMNLP, 2015)

Factorization of Latent Variables in Distributional Semantic Models. - Arvid Österlund; David Ödling; Magnus Sahlgren (EMNLP, 2015)

Detecting speculations, contrasts and conditionals in consumer reviews. - Maria Skeppstedt; Teri Schamp-Bjerede; Magnus Sahlgren; Carita Paradis; Andreas Kerren (WASSA@EMNLP, 2015)

Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation. - Gabriel Recchia; Magnus Sahlgren; Pentti Kanerva; Michael N. Jones (Comput. Intell. Neurosci., 2015)

Unshared task: (Dis)agreement in online debates. - Maria Skeppstedt; Magnus Sahlgren; Carita Paradis; Andreas Kerren (ArgMining@ACL, 2016)

Active learning for detection of stance components. - Maria Skeppstedt; Magnus Sahlgren; Carita Paradis; Andreas Kerren (PEOPLES@COLING, 2016)

The Effects of Data Size and Frequency Range on Distributional Semantic Models. - Magnus Sahlgren; Alessandro Lenci (EMNLP, 2016)

The Gavagai Living Lexicon. - Magnus Sahlgren; Amaru Cuba Gyllensten; Fredrik Espinoza; Ola Hamfors; Jussi Karlgren; Fredrik Olsson; Per Persson; Akshay Viswanathan; Anders Holst (LREC, 2016)

Parameterized context windows in Random Indexing. - Tobias Norlund; David Nilsson; Magnus Sahlgren (Rep4NLP@ACL, 2016)

Visual Analysis of Text Annotations for Stance Classification with ALVA. - Kostiantyn Kucher; Andreas Kerren; Carita Paradis; Magnus Sahlgren (EuroVis (Posters), 2016)

Visual analysis of online social media to open up the investigation of stance phenomena. - Kostiantyn Kucher; Teri Schamp-Bjerede; Andreas Kerren; Carita Paradis; Magnus Sahlgren (Inf. Vis., 2016)

Visual Analysis of Relationships between Heterogeneous Networks and Texts: An Application on the IEEE VIS Publication Dataset. - Björn Zimmer; Magnus Sahlgren; Andreas Kerren (Informatics, 2017)

Random indexing of multidimensional data. - Fredrik Sandin; Blerim Emruli; Magnus Sahlgren (Knowl. Inf. Syst., 2017)

Active Learning and Visual Analytics for Stance Classification with ALVA. - Kostiantyn Kucher; Carita Paradis; Magnus Sahlgren; Andreas Kerren (ACM Trans. Interact. Intell. Syst., 2017)

Learning Machines. - Magnus Boman; Magnus Sahlgren; Olof Görnerup; Daniel Gillblad (AAAI Spring Symposia, 2018)

Design Methods to Investigate User Experiences of Artificial Intelligence. - Karey Helms; Barry A. T. Brown; Magnus Sahlgren; Airi Lampinen (AAAI Spring Symposia, 2018)

The Smart Data Layer. - Magnus Sahlgren; Erik Ylipää; Barry A. T. Brown; Karey Helms; Airi Lampinen; Donald McMillan; Jussi Karlgren (AAAI Spring Symposia, 2018)

Learning Representations for Detecting Abusive Language. - Magnus Sahlgren; Tim Isbister; Fredrik Olsson (ALW, 2018)

Analysis of Open Answers to Survey Questions through Interactive Clustering and Theme Extraction. - Fredrik Espinoza; Ola Hamfors; Jussi Karlgren; Fredrik Olsson; Per Persson; Lars Hamberg; Magnus Sahlgren (CHIIR, 2018)

Distributional Term Set Expansion. - Amaru Cuba Gyllensten; Magnus Sahlgren (LREC, 2018)

Measuring Issue Ownership using Word Embeddings. - Amaru Cuba Gyllensten; Magnus Sahlgren (WASSA@EMNLP, 2018)

Monitoring Targeted Hate in Online Environments. - Tim Isbister; Magnus Sahlgren; Lisa Kaati; Milan Obaidi; Nazar Akrami (CoRR, 2018)

R-grams: Unsupervised Learning of Semantic Units in Natural Language. - Ariel Ekgren; Amaru Cuba Gyllensten; Magnus Sahlgren (CoRR, 2018)

Enriching Word Embeddings with a Regressor Instead of Labeled Corpora. - Mohamed Abdalla 001; Magnus Sahlgren; Graeme Hirst (AAAI, 2019)

Gender Bias in Pretrained Swedish Embeddings. - Magnus Sahlgren; Fredrik Olsson (NODALIDA, 2019)

Learning machines in Internet-delivered psychological treatment. - Magnus Boman; Fehmi Ben Abdesslem; Erik Forsell; Daniel Gillblad; Olof Görnerup; Nils Hentati Isacsson; Magnus Sahlgren; Viktor Kaldo (Prog. Artif. Intell., 2019)

Rethinking Topic Modelling: From Document-Space to Term-Space. - Magnus Sahlgren (EMNLP (Findings), 2020)

SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection. - Amaru Cuba Gyllensten; Evangelia Gogoulou; Ariel Ekgren; Magnus Sahlgren (SemEval@COLING, 2020)

Data Readiness for Natural Language Processing. - Fredrik Olsson; Magnus Sahlgren (CoRR, 2020)

Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity. - Tim Isbister; Magnus Sahlgren (CoRR, 2020)

GDTM: Graph-based Dynamic Topic Models. - Kambiz Ghoorchian; Magnus Sahlgren (Prog. Artif. Intell., 2020)

Predicting Treatment Outcome from Patient Texts: The Case of Internet-Based Cognitive Behavioural Therapy. - Evangelia Gogoulou; Magnus Boman; Fehmi Ben Abdesslem; Nils Hentati Isacsson; Viktor Kaldo; Magnus Sahlgren (EACL, 2021)

Semantic Re-tuning with Contrastive Tension. - Fredrik Carlsson; Amaru Cuba Gyllensten; Evangelia Gogoulou; Erik Ylipää Hellqvist; Magnus Sahlgren (ICLR, 2021)

Decentralized Word2Vec Using Gossip Learning. - Abdul Aziz Alkathiri; Lodovico Giaretta; Sarunas Girdzijauskas; Magnus Sahlgren (NoDaLiDa, 2021)

Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? - Tim Isbister; Fredrik Carlsson; Magnus Sahlgren (NoDaLiDa, 2021)

It's Basically the Same Language Anyway: the Case for a Nordic Language Model. - Magnus Sahlgren; Fredrik Carlsson; Fredrik Olsson; Love Börjeson (NoDaLiDa, 2021)

Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning. - Daniel Garcia Bernal; Lodovico Giaretta; Sarunas Girdzijauskas; Magnus Sahlgren (CoRR, 2021)

A comprehensive comparative evaluation and analysis of Distributional Semantic Models. - Alessandro Lenci; Magnus Sahlgren; Patrick Jeuniaux; Amaru Cuba Gyllensten; Martina Miliani (CoRR, 2021)

We Need to Talk About Data: The Importance of Data Readiness in Natural Language Processing. - Fredrik Olsson; Magnus Sahlgren (CoRR, 2021)

The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point. - Magnus Sahlgren; Fredrik Carlsson (Frontiers Artif. Intell., 2021)

Fine-Grained Controllable Text Generation Using Non-Residual Prompting. - Fredrik Carlsson; Joey Öhman; Fangyu Liu 001; Severine Verlinden; Joakim Nivre; Magnus Sahlgren (ACL (1), 2022)

Cross-lingual and Multilingual CLIP. - Fredrik Carlsson; Philipp Eisen; Faton Rekathati; Magnus Sahlgren (LREC, 2022)

Lessons Learned from GPT-SW3: Building the First Large-Scale Generative Language Model for Swedish. - Ariel Ekgren; Amaru Cuba Gyllensten; Evangelia Gogoulou; Alice Heiman; Severine Verlinden; Joey Öhman; Fredrik Carlsson; Magnus Sahlgren (LREC, 2022)

Cross-lingual Transfer of Monolingual Models. - Evangelia Gogoulou; Ariel Ekgren; Tim Isbister; Magnus Sahlgren (LREC, 2022)

A comparative evaluation and analysis of three generations of Distributional Semantic Models. - Alessandro Lenci; Magnus Sahlgren; Patrick Jeuniaux; Amaru Cuba Gyllensten; Martina Miliani (Lang. Resour. Evaluation, 2022)

Effect of self-managed lifestyle treatment on glycemic control in patients with type 2 diabetes. - Chinmay Kumar Dwibedi; Emelia Mellergård; Amaru Cuba Gyllensten; Kristoffer Nilsson; Annika S. Axelsson; Malin Bäckman; Magnus Sahlgren; Stephen H. Friend; Sofie Persson; Stefan Franzén; Birgitta Abrahamsson; Katarina Steen Carlsson; et al. (npj Digit. Medicine, 2022)

Superlim: A Swedish Language Understanding Evaluation Benchmark. - Aleksandrs Berdicevskis; Gerlof Bouma; Robin Kurtz; Felix Morger; Joey Öhman; Yvonne Adesam; Lars Borin; Dana Dannélls; Markus Forsberg; Tim Isbister; Anna Lindahl; Martin Malmsten; et al. (EMNLP, 2023)

The Nordic Pile: A 1.2TB Nordic Dataset for Language Modeling. - Joey Öhman; Severine Verlinden; Ariel Ekgren; Amaru Cuba Gyllensten; Tim Isbister; Evangelia Gogoulou; Fredrik Carlsson; Magnus Sahlgren (CoRR, 2023)

GPT-SW3: An Autoregressive Language Model for the Nordic Languages. - Ariel Ekgren; Amaru Cuba Gyllensten; Felix Stollenwerk; Joey Öhman; Tim Isbister; Evangelia Gogoulou; Fredrik Carlsson; Alice Heiman; Judit Casademont; Magnus Sahlgren (CoRR, 2023)

Overview of ELOQUENT 2024 - Shared Tasks for Evaluating Generative Language Model Quality. - Jussi Karlgren; Luise Dürlich; Evangelia Gogoulou; Liane Guillou; Joakim Nivre; Magnus Sahlgren; Aarne Talman; Shorouq Zahra (CLEF (2), 2024)

ELOQUENT 2024 - Robustness Task. - Magnus Sahlgren; Jussi Karlgren; Luise Dürlich; Evangelia Gogoulou; Aarne Talman; Shorouq Zahra (CLEF (Working Notes), 2024)

GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages. - Ariel Ekgren; Amaru Cuba Gyllensten; Felix Stollenwerk; Joey Öhman; Tim Isbister; Evangelia Gogoulou; Fredrik Carlsson; Judit Casademont; Magnus Sahlgren (LREC/COLING, 2024)

ELOQUENT CLEF Shared Tasks for Evaluation of Generative Language Model Quality. - Jussi Karlgren; Luise Dürlich; Evangelia Gogoulou; Liane Guillou; Joakim Nivre; Magnus Sahlgren; Aarne Talman (ECIR (5), 2024)

Branch-GAN: Improving Text Generation with (not so) Large Language Models. - Fredrik Carlsson; Johan Broberg; Erik Hillbom; Magnus Sahlgren; Joakim Nivre (ICLR, 2024)

ELOQUENT CLEF Shared Tasks for Evaluation of Generative Language Model Quality, 2025 Edition. - Jussi Karlgren; Ekaterina Artemova; Ondrej Bojar; Vladislav Mikhailov; Magnus Sahlgren; Erik Velldal; Lilja Øvrelid (ECIR (5), 2025)

SWEb: A Large Web Dataset for the Scandinavian Languages. - Tobias Norlund; Tim Isbister; Amaru Cuba Gyllensten; Paul Gabriel dos Santos; Danila Petrelli; Ariel Ekgren; Magnus Sahlgren (ICLR, 2025)

If open source is to win, it must go public. - Joshua Tan; Nicholas Vincent; Katherine Elkins; Magnus Sahlgren (CoRR, 2025)