Introduction to Text Analytics
Published in Sage Publishing, 2024
Coming in November 2024.
Recommended citation: Öhman, E., 2024. Introduction to Text Analytics. Edward Elgar.
Publications
From hate speech recognition to happiness indexing: critical issues in datafication of emotion in text mining
Published in Handbook of Critical Studies of Artificial Intelligence, 2023
In-press.
Recommended citation: Laaksonen, S.M., Pääkkönen, J. and Öhman, E., 2022. From hate speech recognition to happiness indexing: critical issues in datafication of emotion in text mining. In Handbook of Critical Studies of Artificial Intelligence. Edward Elgar.
Computational Exploration of the Origin of Mood in Literary Texts
Published in Proceedings of the 2nd International Workshop on Natural Language Processing for Digital Humanities @ AACL 2022, 2022
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Recommended citation: Öhman, E. and Rossi, R., 2022. Computational Exploration of the Origin of Mood in Literary Texts. NLP4DH 2021, p.8.
Strategic sentiments and emotions in post-Second World War party manifestos in Finland
Published in Journal of Computational Social Science, 2022
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Recommended citation: Koljonen, Juha & Emily Öhman & Pertti Ahonen & Mikko Mattila, Strategic sentiments and emotions in post-Second World War party manifestos in Finland. In Journal of Computational Social Science. 2022.
SELF & FEIL: Emotion Lexicons for Finnish
Published in In the proceedings of The 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), 2022
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Recommended citation: Emily Öhman, SELF & FEIL: Emotion Lexicons for Finnish. In the proceedings of The 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), 2022.
Hate speech, Censorship, and Freedom of Speech: The Changing Policies of Reddit
Published in Journal of Data Mining & Digital Humanities, 2022
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Recommended citation: Emily Öhman, Elissa Nakajima, Hate speech, Censorship, and Freedom of Speech: The Changing Policies of Reddit. Journal of Data Mining & Digital Humanities, 2022.
The Validity of Lexicon-based Sentiment Analysis in Interdisciplinary Research
Published in In the proceedings of NLP4DH @ ICON 2021, 2021
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Recommended citation: Emily Öhman, The Validity of Lexicon-based Sentiment Analysis in Interdisciplinary Research. In the proceedings of NLP4DH @ ICON 2021, 2021.
Japanese Beauty Marketing on Social Media: Critical Discourse Analysis Meets NLP
Published in In the proceedings of ICON 2021, 2021
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Recommended citation: Emily Öhman, Amy Metcalfe. Japanese Beauty Marketing on Social Media: Critical Discourse Analysis Meets NLP. In the proceedings of ICON 2021, 2021.
The Language of Emotions: Building and Applying Computational Methods for Emotion Detection for English and Beyond
Published in University of Helsinki, 2021
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Recommended citation: Emily Öhman, The Language of Emotions: Building and Applying Computational Methods for Emotion Detection for English and Beyond. University of Helsinki, 2021.
Affect and Emotions in Finnish Literature: Combining Qualitative and Quantitative Approach
Published in University of Helsinki, 2021
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Recommended citation: Emily Öhman, Riikka Rossi, Affect and Emotions in Finnish Literature: Combining Qualitative and Quantitative Approach. University of Helsinki, 2021.
Emotion Annotation: Rethinking Emotion Categorization.
Published in In the proceedings of DHN Post-Proceedings, 2021
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Recommended citation: Emily Öhman, Emotion Annotation: Rethinking Emotion Categorization.. In the proceedings of DHN Post-Proceedings, 2020.
XED: A Multilingual Dataset for Sentiment Analysis and Emotion Detection
Published in In the proceedings of Proceedings of the 28th International Conference on Computational Linguistics, 2020
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Recommended citation: Emily Öhman, Marc Pàmies, Kaisla Kajava, Jörg Tiedemann. XED: A Multilingual Dataset for Sentiment Analysis and Emotion Detection. In the proceedings of Proceedings of the 28th International Conference on Computational Linguistics, 2020.
LT@Helsinki at SemEval-2020 Task 12: Multilingual or language-specific BERT?
Published in In the proceedings of SemEval-2020: International Workshop on Semantic Evaluation - COLING 28th International Conference on Computational Linguistics, Barcelona, Spain, 2020
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Recommended citation: Marc Pàmies, Emily Öhman, Kaisla Kajava, Jörg Tiedemann. LT@Helsinki at SemEval-2020 Task 12: Multilingual or language-specific BERT?. In the proceedings of SemEval-2020: International Workshop on Semantic Evaluation - COLING 28th International Conference on Computational Linguistics, Barcelona, Spain, 2020.
Emotion Preservation in Translation: Evaluating Datasets for Annotation Projection.
Published in In the proceedings of Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 2020
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Recommended citation: Kaisla Kajava, Emily Öhman, Hui Piao, Jörg Tiedemann, Emotion Preservation in Translation: Evaluating Datasets for Annotation Projection.. In the proceedings of Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 2020.
Challenges in Annotation: Annotator Experiences from a Crowdsourced Emotion Annotation Task.
Published in In the proceedings of Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 2020
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Recommended citation: Emily Öhman. Challenges in Annotation: Annotator Experiences from a Crowdsourced Emotion Annotation Task.. In the proceedings of Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 2020.
Towards the inevitable demise of everybody?
Published in ICAME 40, 2019
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Recommended citation: Emily Öhman, Tanja S{\ a}ily, Mikko Laitinen, Towards the inevitable demise of everybody?. ICAME 40, 2019.
Creating a dataset for multilingual fine-grained emotion-detection using gamification-based annotation
Published in In the proceedings of Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis at EMNLP 2018, 2018
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Recommended citation: Emily Öhman, Kaisla Kajava, Jörg Tiedemann, Timo Honkela. Creating a dataset for multilingual fine-grained emotion-detection using gamification-based annotation. In the proceedings of Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis at EMNLP 2018, 2018.
Sentimentator: Gamifying Fine-grained Sentiment Annotation
Published in In the proceedings of Digital Humanities in the Nordic Countries 2018, 2018
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Recommended citation: Emily Öhman, Kaisla Kajava. Sentimentator: Gamifying Fine-grained Sentiment Annotation. In the proceedings of Digital Humanities in the Nordic Countries 2018, 2018.
The challenges of multi-dimensional sentiment analysis across languages
Published in In the proceedings of Proceedings of the Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media (PEOPLES) at COLING 2016, 2016
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Recommended citation: Emily Öhman, Timo Honkela, Jörg Tiedemann. The challenges of multi-dimensional sentiment analysis across languages. In the proceedings of Proceedings of the Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media (PEOPLES) at COLING 2016, 2016.
Language Change Database: A new online resource
Published in ICAME journal, 2016
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Recommended citation: Terttu Nevalainen, Turo Vartiainen, Tanja S{\ a}ily, Joonas Kes{\ a}niemi, Agata Dominowska, Emily Öhman, Language Change Database: A new online resource. ICAME journal, 2016.
Recent Changes in Indefinite Pronouns with Human Reference: A diachronic corpus study of 200 years of-one/-body and-man indefinite pronoun variation in Late Modern and Present-day English
Published in Linnaeus University, 2015
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Recommended citation: Emily Öhman, Recent Changes in Indefinite Pronouns with Human Reference: A diachronic corpus study of 200 years of-one/-body and-man indefinite pronoun variation in Late Modern and Present-day English. Linnaeus University, 2015.
European intercultural workplace: Sverige
Published in G oteborgs Universitet, 2007
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Recommended citation: Jens Allwood, Natalia Lindström, Margreth Börjesson, Charlotte Edeb{\ a}ck, Randi Myhre, Kaarlo Voionmaa, Emily Öhman, European intercultural workplace: Sverige. G"oteborgs Universitet, 2007.