mlsanityData to 7 Oct 2026

The Current State of Finnish NLP

arXiv 2109.11326 ↗First posted 23 Sep 2021cs.CLcited by 5

Not on the map. Why?

Abstract (arXiv)

There are a lot of tools and resources available for processing Finnish. In this paper, we survey recent papers focusing on Finnish NLP related to many different subcategories of NLP such as parsing, generation, semantics and speech. NLP research is conducted in many different research groups in Finland, and it is frequently the case that NLP tools and models resulting from academic research are made available for others to use on platforms such as Github.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 16 of its 82 references that are in the map. First posted on arXiv 23 Sep 2021.

Builds on

16 of 82 references.

References · 16

  1. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,204
  2. 2016Enriching Word Vectors with Subword Informationcited by 1,578
  3. 2020Stanza: A Python Natural Language Processing Toolkit for Many Human Languagescited by 719
  4. 2017Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluationcited by 206
  5. 2019Multilingual is not enough: BERT for Finnishcited by 118
  6. 2020XED: A Multilingual Dataset for Sentiment Analysis and Emotion Detectioncited by 31
  7. 2018Open Subtitles Paraphrase Corpus for Six Languagescited by 24
  8. 2021Endangered Languages are not Low-Resourced!cited by 14
  9. 2019A Finnish News Corpus for Named Entity Recognitioncited by 11
  10. 2020Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruningcited by 11
  11. 2019Template-free Data-to-Text Generation of Finnish Sports Newscited by 9
  12. 2020An Unsupervised method for OCR Post-Correction and Spelling Normalisation for Finnishcited by 9
4 more
  1. 2017Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabulariescited by 5
  2. 2019High Quality ELMo Embeddings for Seven Less-Resourced Languagescited by 5
  3. 2020Automatic Dialect Adaptation in Finnish and its Effect on Perceived Creativitycited by 5
  4. 2020FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topicscited by 1

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 1; 2022: 0; 2023: 1; 2024: 1; 2025: 1; 2026: 1.

5 papers.

  1. 2025Evaluating OpenAI GPT Models for Translation of Endangered Uralic Languages: A Comparison of Reasoning and Non-Reasoning Architecturescited by 2
  2. 2024A Systematic Survey of Natural Language Processing for the Greek Languagecited by 1
  3. 2021TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Languagecited by 0
  4. 2023Affect as a proxy for literary moodcited by 0
  5. 2026Evaluating Fine-Tuned LLM Model For Medical Transcription With Small Low-Resource Languages Validated Datasetcited by 0