awesome-danish

Collection of 10^12 words of Danish text. Described in ( )

Danish review dataset

Trustpilot-crawled dataset by Alessandro Gianfelici with 44,085 reviews

Danish corpus derived from the Common Crawl corpus. Described in ( )

. The license is Creative Commons - Attribution 4.0 International

. Not for commercial use as the license is Creative Commons - Attribution-NonCommercial 4.0 International

Only for academic use

Danish text corpus with over 6'400 claims and support. Described in ( )

wordnet with usage examples. The usage examples have been used for word sense disambiguation, see

SemDaX

POS-tagged (only adjectives, nouns and verbs), super sense tagged and BIO-tagged sentences. For educational, teaching or research purposes only

"an annotated multimodal collection of conversational Danish". Apparently not directly available for download. [ ]

commercial resource with 87,000 tokens annotated with morphosyntactic, VerbNet classes and semantic roles

Matthias Trautner Kromann et al.'s dependency annotation of some texts from PAROLE

Small Danish-Italian corpus with written and spoken retelling (of Mr Bean episodes) and argumentative text (about smoking). Possibly described in

Danish-Turkish transcribed corpus by Jens Normann Jørgensen

Collection of Danish speeches. API available at

corpus of 3600 hate speech from Twitter and Reddits as well as news comments. Described in ( )

DaNewsroom - Danish summarization dataset. Probably to appear in 2020. Described in ( )

Clean-up text from Danish Wikipedia. Described in . ( )

XED

emotion annotated movie subtitles. Described in ( )

DaN+

annotated for nested named entities on top of the entire Danish Universal Dependencies (UD_Danish-DDT) and 3 new web domains and includes lexical normalization. Described in

Named entity annotated corpus. Described in ( )

Corona Dataset

Question dataset from Certainly annotated for domain and intent

parallel sentences between Danish and English from the European Parlament

Faroese-Danish parallel text. Described in ( )

"a parallel corpus of over 300 languages with around 100 thousand parallel sentences per language pair on average"

Parallel corpus from movie and tv subtitles. Described in

Sentences

WikiMatrix

, parallel sentences from Wikipedias. 1620 language pairs, including Danish

Danish Conversational and Read-aloud Dataset

Described in ( )

Centre for Language Change In Real Time. Various audio recordings. Whether the data is available is not immediately apparent. Described in, e.g., ( )

Crowdsourced multilingual annotated speech dataset. As of March 2023, 11 hours of validated speech are distributed. Sentences can be entered collaboratively at . Common Voice is described in ( )

Described in ( )

A 22kHz speech corpus compiled by Nordisk Språkteknologi and made available by the Norwegian Library Service. The speech genre is dictation

A 16kHz speech corpus compiled by Nordisk Språkteknologi and made available by the Norwegian Library Service. The speech genre is read-aloud and the text is phonetically balanced. Designed for ASR training and testing

A 44kHz speech corpus compiled by Nordisk Språkteknologi and made available by the Norwegian Library Service. Designed for speech synthesis

28 hours audio with unannotated Danish speech sampled from YouTube videos. Described in ( )

VoxPopuli

Speech from the European Parliament including 13'600 hours of unannotated Danish. Described in ( )

Recordings of readings of articles from the Danish Wikipedia, Danish words and a few Danish literary works

identifier for words and their inflections with 516,017 forms (COR)

The Danish Sentiment Lexicon

Det Danske Sentimentleksikon (DDS) 13,859 headwords assigned with polarity values

A pronunciation dictionary compiled by Nordisk Språkteknologi and made available by the Norwegian Library Service

DanNet - Danish wordnet with three-clause BSD-like license

. The official Danish spelling dictionary digitally available under its own special license

in CSV format

Lexemes, word classes and inflections. in the CSF format available. Full list presumably available upon request

word list with 160,132 Danish words. Used, e.g., for spelling suggestion in LibreOffice. Licensed under GPL, LPGL, and MPL

/The Comprehensive Danish Dictionary/Den Store Danske Ordliste (DSDO), word list created by Skåne Sjælland Linux User Group and distributed under a GPL license

(IATE) - European Union terminology database. October 2020 version contains over 500,000 Danish terms

, 40,267 lines resource containing 5,300 verbs and 6,490 verbal nouns

Wikidata lexemes - structured database with metadata about lexemes, their forms and their sense. Over including in April 2024

webapp with overview of content of Wikidata lexemes based on SPARQL queries

official dump of lexeme-only part of Wikidata

A N-gram frequency list compiled by Nordisk Språkteknologi from newspaper text and made available by the Norwegian Library Service. Can be compiled to an n-gram LM with SRILM

AFINN

Danish lexicons annotated for sentiment

concreteness-estimates-da

Bill D. Thompson's concreteness estimates for Danish words, as detailed in ( )

SAM lexicon

sentiment analysis word list extended from AFINN to 4275 lines. Described in

List of Danish words of basic concepts from The Rosetta Project

cloud service with wordlists, thesearus, collocations, n-grams etc. Free for academic use in the European Union and paid service for commercial use

Danish-Similarity-Dataset

Similarity scores for 99 Danish word pairs by Nina Schneidermann and Bolette Sandford Pedersen. Also available in

Wordsim353-da

Danish translation by Finn Årup Nielsen of the English Wordsim353 English word pair set. Also available in

Clinical similarity dataset

289 word pairs score for similarity

Four words

100 odd-one-out sets of 4 words or phrases

( ) - fastText-trained embedding on Danish part of and Danish Wikipedia. Read more about the method in ( )

( ) - fastText-trained embedding on Danish Wikipedia. Read more about the method in ( )

Byte-Pair Encoding embedding

Gensim-based subword embedding. A large number of Danish embeddings are available. They differ in the size of the vocabulary (from 1000 to 200000) and subspace dimensions (from 25 to 300)

NLPL word embeddings repository by Language Technology Group at the University of Oslo. Two Danish embedding models as of November 2020

100-dimensional word2vec skipgram model trained by Andrey Kutuzov based on the Danish CoNLL17 corpus

300-dimensional CBOW word2vec word embedding by Emil Middelboe and Anders Lillie trained on Danish DSL corpus and Reddit

A-ttack

Ælæctra-based model for detection of "textual attacks" developed by . Related to the Ha-te model

Danish BERT

Certainly's (Botxo/Møllerhøj) Weights for a BERT trained on a large Danish corpora

Danish ELECTRA

Philip Tamimi-Sarnikowski's Danish ELECTRA model. Available in the transformer library

Danish abstractive summarisation of news articles based on mT5-base

ConvBERT

Philip Tamimi-Sarnikowski's model

(Link does not work as of December 2020)

Ha-te

Hate speech detection based on Ælæctra developed by . Related to the A-ttack model

Multilingual FAQ retrieval model. Described in ( )

Malte Højmark-Bertelsen's Danish Gigaword-trained Electra-based model

Pre-trained multilingual sentence transformers,

language model trained on Danish from Wiki40B dataset

WikiBERT

BERT model for many languages, including Danish. Described in ( )

List of models for Danish automatic speech recognition

Pretrained Danish neural model

Multilingual neural model from OpenAI

Pretrained Danish neural model

Lemmy

Lemmatizer for Danish in Python

cstlemma

lemmatiser

Python-based package with lemmatization

punctfix

"Adds punctuation and capitalization for a given text."

Scandinavian named entity recognition, achieving state-of-the-art performance in Danish, Norwegian (both Bokmål and Nynorsk), Swedish, Icelandic and Faroese

DaLUKE

Danish named entity recognition based on LUKE. Described in

Python-based named entity extraction

daner

Named entity extraction from ITU NLP. Described in ( )

flair+danlp ner-tagger

Flair NER tagger trained by the Alexandra Institute

-

Web app and service for linking words and entities

DBpedia-based entity linker. Described in ( )

afinn

Python package with AFINN Danish lexicon annotated for sentiment, also installable with

Hisia

Python package with pre-trained machine-learning based Danish sentiment analysis by Prayson Wilfred Daniel

senda

Python package with transformer-based sentiment analysis from Ekstra Bladet Analyse with as of 2021 on one dataset

Sentida

R package With Danish sentiment lexicon and handling of, e.g., negation. Detailed in ( )

danspeech

DeepSpeech2-based Danish speech recognition in Python

kaldi-sprakbanken

A recipe for training state-of-the-art(2017) speech recogniser for Danish based on the 16kHz NST database

An open-source speech synthesis program for ~56 languages including Danish. eSpeak can also be used as a grapheme-to-phoneme converter and was used to create the Danish Kaldi recipe

Commercial Web-based (Javascript-based) text-to-speech synthesis for a number of languages, including Danish. The commercial service is currently free for limited and non-commercial use

Commercial Web-based text-to-speech synthesis for a number of languages, including Danish

Commercial Web-based text-to-speech synthesis for a number of languages, including Danish. Part of Amazon's commercial AWS services. Female and male voices are available as examples. Limited unregistered free service available at

DaNLP

"a repository for Natural Language Processing resources for the Danish Language."

dapipe

Danish UD-pipe: tokenisation, lemmatisation, PoS tagging, morphology, dependencies

Non-language specific version of dapipe. Newer version of the Danish-DDT model than that which is offered by dapipe is available at

GATE pipeline including wrapped Danish models for Stanford CoreNLP

. Python software package for dependency parsing, including tokenization, lemmatization and part-of-speech tagging. A pre-trained model for Danish is available

bornholmsk

Datasets and embeddings for the Bornholmsk dialect

Python-based natural language processing package

dacy

Danish spaCy pipeline

Predicting the relationship between two senses in each of several languages, including Danish

Offensive Language Identification in Social Media competition. Described in ( )

Overview of the performance of language models on a range of individual benchmarks

Overview of the performance of language models on a range of individual benchmark, Danish as well as other Germanic languages

Finn Årup Nielsen's PDF with pointers to Danish resources

, works (mostly scientific articles) about "Danish" as listed in Wikidata

DaNLP

Alexandra Institute's list of Danish resources

, list from Det Dansk Sprog- og Litteraturselskab

, list of various annotated corpora available for purchase with both commercial and non-commercial licenses

List of Danish language resources. Compiled by the Agency for Digitisation