mlsanityData to 7 Oct 2026

Endangered Languages are not Low-Resourced!

arXiv 2103.09567 ↗First posted 17 Mar 2021cs.CLcited by 14

Not on the map. Why?

Abstract (arXiv)

The term low-resourced has been tossed around in the field of natural language processing to a degree that almost any language that is not English can be called "low-resourced"; sometimes even just for the sake of making a mundane or mediocre paper appear more interesting and insightful. In a field where English is a synonym for language and low-resourced is a synonym for anything not English, calling endangered languages low-resourced is a bit of an overstatement. In this paper, I inspect the relation of the endangered with the low-resourced from my own experiences.

Key facts. Cited by 14 papers in the map (data through 7 Oct 2026). Builds on 6 of its 36 references that are in the map. First posted on arXiv 17 Mar 2021.

Builds on

6 of 36 references.

References · 6

  1. 2020The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MTcited by 127
  2. 2018Universal Neural Machine Translation for Extremely Low Resource Languagescited by 66
  3. 2020DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Languagecited by 26
  4. 2020FST Morphology for the Endangered Skolt Sami Languagecited by 5
  5. 2020Ve'rdd. Narrowing the Gap between Paper Dictionaries, Low-Resource NLP and Community Involvementcited by 3
  6. 2017Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Networkcited by 2

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 6; 2022: 2; 2023: 2; 2024: 2; 2025: 0; 2026: 2.

14 papers.

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  1. 2024Aya Model: An Instruction Finetuned Open-Access Multilingual Language Modelcited by 292
  2. 2023Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakerscited by 26
  3. 2022Computational historical linguistics and language diversity in South Asiacited by 8
  4. 2021Detecting Depression in Thai Blog Posts: a Dataset and a Baselinecited by 6
  5. 2021Neural Morphology Dataset and Models for Multiple Languages, from the Large to the Endangeredcited by 5
  6. 2021The Current State of Finnish NLPcited by 5
  7. 2021Never guess what I heard... Rumor Detection in Finnish News: a Dataset and a Baselinecited by 4
  8. 2021Apurin~a Universal Dependencies Treebankcited by 1
  9. 2022High-Resource Methodological Bias in Low-Resource Investigationscited by 1
  10. 2023Sentiment Analysis Using Aligned Word Embeddings for Uralic Languagescited by 1
  11. 2024DAG: Dictionary-Augmented Generation for Disambiguation of Sentences in Endangered Uralic Languages using ChatGPTcited by 1
  12. 2021A baseline model for computationally inexpensive speech recognition for Kazakh using the Coqui STT frameworkcited by 0
2 more
  1. 2026Subword-Based Comparative Linguistics across 242 Languages Using Wikipedia Glottosetscited by 0
  2. 2026Cultural Awareness is Represented but Not Decoded: Tracing Mythological Knowledge across 18 Open-Source LLMscited by 0