Kenneth C. Enevoldsen's picture

Kenneth C. Enevoldsen

KennethEnevoldsen

·

AI & ML interests

NLP, multimodal learning, Scandinavian NLP, Theory of Mind, Medical NLP, Psychiatry

Recent Activity

liked a Space about 23 hours ago

mteb/leaderboard_2_demo

new activity 4 days ago

danish-foundation-models/danish-dynaword:Add datasets quality metrics

reacted to davanstrien's post with 🤗 5 days ago

Introducing scandi-fine-web-cleaner https://huggingface.co/davanstrien/scandi-fine-web-cleaner, the first model trained on FineWeb-C community annotations! FineWeb2 is a massive multilingual dataset for pre-training language models. Like any web-scale dataset, it contains low-quality content. How can we improve it? Over the past months, an amazing community of 400+ annotators has been labelling content quality (using Argilla) across 23 languages through the FineWeb-C initiative. Today, I'm happy to share the first classifier trained on this data. 🔍 What we've built: - A lightweight classifier that efficiently removes low-quality content - 90%+ precision demonstrated on Danish & Swedish - Can process the 43M+ documents in Danish FineWeb2 with minimal compute 🌍 Why this matters: The approach can be reproduced for any of the 23 languages in FineWeb-C (https://huggingface.co/datasets/data-is-better-together/fineweb-c). We can improve training data quality at scale without massive compute resources by starting with community annotations and training small, efficient classifiers. Want to build a classifier for your language? Check out the full blog post with code examples and implementation details: https://danielvanstrien.xyz/posts/2025/FineWeb-c/scandinavian-content-filtering-fineweb.html

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KennethEnevoldsen's activity

upvoted a collection about 1 month ago

Danish Text Datasets

These include high-quality Danish text datasets for pre-training, fine-tuning, etc. • 16 items • Updated Dec 15, 2024 • 3

upvoted a paper 5 months ago

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 24

upvoted a paper 10 months ago

DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition

Paper • 2402.18209 • Published Feb 28, 2024 • 1

upvoted a collection 10 months ago

State-of-the-art Danish Models

These models constitute state-of-the-art models for Danish within their respective domain (highlighted below the model). • 15 items • Updated 26 days ago • 13

upvoted a paper 10 months ago

ScandEval: A Benchmark for Scandinavian Natural Language Processing

Paper • 2304.00906 • Published Apr 3, 2023 • 4

upvoted a collection 10 months ago

Danish Benchmarks

Benchmarks for evaluating Danish Models. • 2 items • Updated Jun 9, 2024 • 4