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Welcome KB-Whisper, a new fine-tuned Swedish Whisper model!
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KBLab proudly presents KB-Whisper, a speech to text model fine-tuned using 50,000 hours of transcribed speech. This work reports an overall improvement across model sizes…
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Leonora Vesterbacka, Faton Rekathati, Robin Kurtz, Justyna Sikora, Agnes Toftgård
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Preserving the history of cultural heritage conservation
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While KBLab uses modern heritage data to produce cutting edge AI models, we also work with developing the library’s research infrastructure for older heritage material and…
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Analysis of financial data at the Financial Supervisory Authority
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Jimmy Hollén
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Unearthing forgotten images with the help of AI
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Chris Haffenden, Faton Rekathati, Emma Rende
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Words unboxed: discovering new words with Kubord
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KBLab together with Språkbanken Text have developed 75 freely available datasets to support research in, but not limited to, lexicography. The datasets, marked as Kubord 2…
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Markus Forsberg, Justyna Sikora, Emma Sköldberg
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Aug 29, 2023
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For how long is a person recognisable by their voice?
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Searching a database of speakers by their voice presents a unique challenge, as speakers’ voices change as they age. We can represent a speaker’s voice computationally with…
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Maya Nachesa
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Jul 4, 2023
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A robust, multi-label sentiment classifier for Swedish
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KBLab presents a robust, multi-label sentiment classifier trained on Swedish texts. The model is robust in the sense that it is trained on multiple datasets of different…
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Hillevi Hägglöf
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Jun 16, 2023
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Swedish speech synthesis
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KBLab releases a neural network based text-to-speech model for Swedish. The model was trained on an open Swedish speech synthesis dataset from NST. We make our latest…
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Faton Rekathati
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May 24, 2023
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Scientific discourse with BERTopic
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We describe a typical topic modeling use case where BERTopic is applied to scientific abstracts in the research field of education. We discuss the limitations of BERTopic…
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Hillevi Hägglöf, Justyna Sikora
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Mar 30, 2023
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RixVox: A Swedish Speech Corpus with 5500 Hours of Speech from Parliamentary Debates
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KBLab releases RixVox, a speech dataset comprised of 5500 hours of speech from parliamentary debates. The speeches have been aligned with transcripts from written protocols…
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Faton Rekathati
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Mar 9, 2023
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Finding Speeches in the Riksdag’s Debates
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The Riksdag is the Parliament of Sweden. It has made available twenty years of parliamentary debates through its website and open data platform. Each speech is accompanied…
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Faton Rekathati
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Feb 23, 2023
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Swedish zero-shot classification model
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<p>KBlab has released a BERT model fine-tuned on NLI tasks, which can be used for zero-shot text classification.</p>
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Justyna Sikora
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Feb 13, 2023
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<div class="g-col-1" data-index="12" data-listing-date-sort="1673823600000" data-listing-file-modified-sort="1742739643020" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="10" data-listing-word-count-sort="1876">
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<h5 class="no-anchor card-title listing-title">
Swedish Sentence Transformer 2.0
</h5>
<div class="card-text listing-description">
KBLab’s Swedish sentence transformer has been updated to a newer version. The new version features an increased maximum sequence length of 384 tokens, allowing users to…
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Faton Rekathati
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<div class="listing-date">
Jan 16, 2023
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<div class="g-col-1" data-index="13" data-listing-date-sort="1655157600000" data-listing-file-modified-sort="1742739643021" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="6" data-listing-word-count-sort="1002">
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<h5 class="no-anchor card-title listing-title">
BERTopic for Swedish: Topic modeling made easier via KB-BERT
</h5>
<div class="card-text listing-description">
Topic modeling is an exciting option for exploring and finding patterns in large volumes of text data. While this previously required considerable programming skills, a…
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Elena Fano, Chris Haffenden
</div>
<div class="listing-date">
Jun 14, 2022
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<div class="g-col-1" data-index="14" data-listing-date-sort="1647385200000" data-listing-file-modified-sort="1742739643020" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="12" data-listing-word-count-sort="2217">
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</p>
<div class="card-body post-contents">
<h5 class="no-anchor card-title listing-title">
Evaluating Swedish Language Models
</h5>
<div class="card-text listing-description">
We present <em>OverLim</em>, a new benchmark for evaluating large language models for Swedish, Danish, and Norwegian, created by translating a subset of the GLUE and SuperGLUE…
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<div class="card-attribution card-text-small justify">
<div class="listing-author">
Robin Kurtz
</div>
<div class="listing-date">
Mar 16, 2022
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<div class="g-col-1" data-index="15" data-listing-date-sort="1646262000000" data-listing-file-modified-sort="1742739643021" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="6" data-listing-word-count-sort="1182">
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<h5 class="no-anchor card-title listing-title">
Swedish Bootleg model
</h5>
<div class="card-text listing-description">
We at KBLab have trained a Swedish version of an entity disambiguation model called Bootleg, developed by the Hazy Research Lab at Stanford. The model is trained on Swedish…
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<div class="listing-author">
Elena Fano
</div>
<div class="listing-date">
Mar 3, 2022
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<h5 class="no-anchor card-title listing-title">
SUCX 3.0 - NER
</h5>
<div class="card-text listing-description">
We present a remix of the venerable SUC 3.0 dataset for Swedish Named Entity Recognition (NER), and explore the effect of Hyper Parameter Optimization (HPO) for this task…
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Robin Kurtz, Joey Öhman
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<div class="listing-date">
Feb 7, 2022
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<div class="g-col-1" data-index="17" data-listing-date-sort="1642978800000" data-listing-file-modified-sort="1742739643021" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="2" data-listing-word-count-sort="256">
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<h5 class="no-anchor card-title listing-title">
KBLab publishes an article about AI in the library in C&amp;RL
</h5>
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What does AI mean for libraries and how could libraries pave the way for ethical AI? KBLab reflects on these questions in an article in the Open Access journal College &amp;…
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Elena Fano, Chris Haffenden
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<div class="listing-date">
Jan 24, 2022
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<div class="g-col-1" data-index="18" data-listing-date-sort="1636930800000" data-listing-file-modified-sort="1742739643020" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="2" data-listing-word-count-sort="202">
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KBLab’s director Love Börjeson nominated as AI Swede of the year 2021
</h5>
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We are very pleased to announce that our director Love Börjeson has been nominated for the prestigious prize Årets AI Svensk 2021 (AI Swede of the year 2021) which is…
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<div class="listing-author">
Elena Fano
</div>
<div class="listing-date">
Nov 15, 2021
</div>
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</div>
<div class="g-col-1" data-index="19" data-listing-date-sort="1629669600000" data-listing-file-modified-sort="1742739643022" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="16" data-listing-word-count-sort="3090">
<a href="./posts/2021-08-23-a-swedish-sentence-transformer/index.html" class="quarto-grid-link">
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<div class="card-body post-contents">
<h5 class="no-anchor card-title listing-title">
Introducing a Swedish Sentence Transformer
</h5>
<div class="card-text listing-description">
While language models such as BERT are effective at many tasks, they have limited use when it comes to information retrieval and large scale similarity comparisons. In this…
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<div class="card-attribution card-text-small justify">
<div class="listing-author">
Faton Rekathati
</div>
<div class="listing-date">
Aug 23, 2021
</div>
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</p>
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<h5 class="no-anchor card-title listing-title">
A Swedish-Norwegian Federated Language Model
</h5>
<div class="card-text listing-description">
We trained a bilingual Swedish-Norwegian <span>ELECTRA</span> language model in a federated setup, showcasing LM training when various…
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<div class="card-attribution card-text-small justify">
<div class="listing-author">
Robin Kurtz
</div>
<div class="listing-date">
Jun 15, 2021
</div>
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<div class="g-col-1" data-index="21" data-listing-date-sort="1620079200000" data-listing-file-modified-sort="1742739643008" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="15" data-listing-word-count-sort="2974">
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<h5 class="no-anchor card-title listing-title">
Topic models for Statens Offentliga Utredningar
</h5>
<div class="card-text listing-description">
We built some topic models on the National Library’s SOU collection, as an example of what can be done with the Library’s materials. The curated dataset can be a useful…
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<div class="card-attribution card-text-small justify">
<div class="listing-author">
Elena Fano
</div>
<div class="listing-date">
May 4, 2021
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<div class="g-col-1" data-index="22" data-listing-date-sort="1616886000000" data-listing-file-modified-sort="1742739643022" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="38" data-listing-word-count-sort="7554">
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<h5 class="no-anchor card-title listing-title">
A multimodal approach to advertisement classification in digitized newspapers
</h5>
<div class="card-text listing-description">
The process of digitizing historical newspapers at the National Library of Sweden involves scanning physical copies of newspapers and storing them as images. In order to…
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<div class="listing-author">
Faton Rekathati
</div>
<div class="listing-date">
Mar 28, 2021
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