18 citations · 74 across the 18 of their papers we have counts for
18 papers
Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors
Filip Cornell, Yifei Jin, Jussi Karlgren +1
The standard evaluation protocol for measuring the quality of Knowledge Graph Completion methods - the task of inferring new links to be added to a graph - typically involves a ste…
Unsupervised Speaker Diarization that is Agnostic to Language, Overlap-Aware, and Tuning Free
M. Iftekhar Tanveer, Diego Casabuena, Jussi Karlgren +1
Podcasts are conversational in nature and speaker changes are frequent -- requiring speaker diarization for content understanding. We propose an unsupervised technique for speaker…
The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood
Shahrzad Naseri, Sravana Reddy, Joana Correia +2
In this work, we study the association between song lyrics and mood through a data-driven analysis. Our data set consists of nearly one million songs, with song-mood associations d…
Conventions and Mutual Expectations -- understanding sources for web genres
Jussi Karlgren
Genres can be understood in many different ways. They are often perceived as a primarily sociological construction, or, alternatively, as a stylostatistically observable objective…
Textual Stylistic Variation: Choices, Genres and Individuals
Jussi Karlgren
This chapter argues for more informed target metrics for the statistical processing of stylistic variation in text collections. Much as operationalised relevance proved a useful go…
Podcast Metadata and Content: Episode Relevance andAttractiveness in Ad Hoc Search
Ben Carterette, Rosie Jones, Gareth F. Jones +6
Rapidly growing online podcast archives contain diverse content on a wide range of topics. These archives form an important resource for entertainment and professional use, but the…
Socially Intelligent Interfaces for Increased Energy Awareness in the Home
Jussi Karlgren, Lennart E. Fahlén, Anders Wallberg +4
This paper describes how home appliances might be enhanced to improve user awareness of energy usage. Households wish to lead comfortable and manageable lives. Balancing this reaso…
Current Challenges and Future Directions in Podcast Information Access
Rosie Jones, Hamed Zamani, Markus Schedl +11
Podcasts are spoken documents across a wide-range of genres and styles, with growing listenership across the world, and a rapidly lowering barrier to entry for both listeners and c…
How Lexical Gold Standards Have Effects On The Usefulness Of Text Analysis Tools For Digital Scholarship
Jussi Karlgren
This paper describes how the current lexical similarity and analogy gold standards are built to conform to certain ideas about what the models they are designed to evaluate are use…
High-dimensional distributed semantic spaces for utterances
Jussi Karlgren, Pentti Kanerva
High-dimensional distributed semantic spaces have proven useful and effective for aggregating and processing visual, auditory, and lexical information for many tasks related to hum…
TREC 2020 Podcasts Track Overview
Rosie Jones, Ben Carterette, Ann Clifton +6
The Podcast Track is new at the Text Retrieval Conference (TREC) in 2020. The podcast track was designed to encourage research into podcasts in the information retrieval and NLP re…
Text Mining for Processing Interview Data in Computational Social Science
Jussi Karlgren, Renee Li, Eva M Meyersson Milgrom
We use commercially available text analysis technology to process interview text data from a computational social science study. We find that topical clustering and terminological…
The Spotify Podcast Dataset
Ann Clifton, Aasish Pappu, Sravana Reddy +4
Podcasts are a relatively new form of audio media. Episodes appear on a regular cadence, and come in many different formats and levels of formality. They can be formal news journal…
Inferring the location of authors from words in their texts
Max Berggren, Jussi Karlgren, Robert Östling +1
For the purposes of computational dialectology or other geographically bound text analysis tasks, texts must be annotated with their or their authors' location. Many texts are loca…
Viewpoint and Topic Modeling of Current Events
Kerry Zhang, Jussi Karlgren, Cheng Zhang +1
There are multiple sides to every story, and while statistical topic models have been highly successful at topically summarizing the stories in corpora of text documents, they do n…
Stylistic Variation in an Information Retrieval Experiment
Jussi Karlgren
Texts exhibit considerable stylistic variation. This paper reports an experiment where a corpus of documents (N= 75 000) is analyzed using various simple stylistic metrics. A subse…
Dilemma - An Instant Lexicographer
Hans Karlgren, Jussi Karlgren, Magnus Nordström +2
Dilemma is intended to enhance quality and increase productivity of expert human translators by presenting to the writer relevant lexical information mechanically extracted from co…
Recognizing Text Genres with Simple Metrics Using Discriminant Analysis
Jussi Karlgren, Douglass Cutting
A simple method for categorizing texts into predetermined text genre categories using the statistical standard technique of discriminant analysis is demonstrated with application t…