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FAQs

Participation Guidelines

Responsible Disclosure

News and Documentation

Data and Model Competitions

[email protected]

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Search results for “Punjabi Literature Corpus (Shahmukhi)”

100 Datasets

Community

Sindhi Word Segmentation (SdSEG)

A sentence-level annotated dataset for training and evaluating sequence labeling models such as CRF, BiLSTM, and transformer-based architectures.

License: CC-BY-NC-4.0

Locale: snd

Task: NLP

Format: JSON

Size: 1.13 MB

Sindh Line Publishers

The corpus contains 1.029 million tokens from the Sindh Line a Sindhi Newspaper published from the year 2024-2025. The text consists of the complete newspaper content including headlines, editorials, finance news and advertisements. The newspaper published in Karachi, Pakistan on daily basis

License: CC-BY-SA-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 2.22 MB

Collaborative Action For Research & Development (CARD)

Gawri (گاؤری) Magazine Corpus

The Gawri (گاؤری) Magazine Corpus is a curated collection of monthly Gawri magazine text (~67,724 tokens) that supports research and language technology.

License: CC-BY-NC-4.0

Locale: gwc

Task: NLP

Format: TXT

Size: 146.71 KB

MirasAI

Balti Literature corpus

A Balti literature corpus preserving literary, cultural, and linguistic heritage for language documentation, research and low-resource NLP applications.

License: CC-BY-NC-SA-4.0

Locale: bft

Task: NLP

Format: TXT, DOCX

Size: 292.67 KB

MirasAI

Associated Press Pakistan 74.4 Million Urdu Corpus

A 74.4M-word, 267,887-article Urdu news corpus from Associated Press Pakistan (2015-2026), released for non-commercial research with APP permission.

License: CC-BY-NC-SA-4.0

Locale: urd

Task: NLP

Format: TXT

Size: 143.39 MB

MirasAI

Associated Press Pakistan 10.4 Million Saraiki Corpus

A 10.4-million-word Saraiki news corpus from Associated Press of Pakistan, covering 2016–2026 for non-commercial Saraiki NLP research.

License: CC-BY-NC-SA-4.0

Locale: skr

Task: NLP

Format: TXT

Size: 19.51 MB

MirasAI

Noakhalian (নোয়াখাইল্লা) Text Corpus

A 500K token corpus of Noakhalian linguistic data including drama scripts and cultural texts for professional NLP research and language preservation.

License: CC-BY-NC-4.0

Locale: oak

Task: NLP

Format: TXT, DOCX

Size: 3.61 MB

Community

Sindhi Figurative Language Dataset (SiNFluD)

A Sindhi figurative language dataset for identifying and classifying idioms, metaphors, and proverbs, similies in a low-resource language.

License: CC-BY-NC-4.0

Locale: snd

Task: NLP

Format: JSON

Size: 90.65 KB

MirasAI

Ormuri Bilingual Dictionary by Rozi Khan Burki

A Ormuri dictionary by Rozi Khan Burki documenting Ormuri vocabulary and meanings to support language preservation, linguistic research, and NLP development.

License: CC-BY-ND-4.0

Locale: oru

Task: TTS

Format: JPG, PDF, DOCX

Size: 15.68 MB

RFE/RL

RFE/RL Pashto (Pakistani) News Text Corpus

Longitudinal Pakistani Pashto news corpus from Radio Mashaal (2010-2026) with over 52,000 articles and 14.5M tokens.

License: CC-BY-NC-SA-4.0

Locale: ps

Task: NLP

Format: TXT

Size: 39.26 MB

Forum for Language Initiatives

Khowar Word List

A UTF-8 encoded Khowar lexical corpus containing alphabet definitions and a structured word list for linguistic research and language technology development.

License: CC-BY-NC-4.0

Locale: khw

Task: NLP

Format: TXT

Size: 64.22 KB

MirasAI

Associated Press Pakistan 16.9 Million Balochi Corpus

A 16.9M-word Balochi news corpus from Associated Press of Pakistan, covering 59,172 articles published between 2016 and 2026.

License: CC-BY-NC-SA-4.0

Locale: bal

Task: NLP

Format: TXT

Size: 22.85 MB

PROXIMA

Sindhi Transliteration Dataset by Proxima AI

Sindhi transliteration dataset containing Sindhi sentences paired with Roman Sindhi transliterations for NLP research and model development.

License: CC-BY-NC-SA-4.0

Locale: snd

Task: NLP

Format: CSV

Size: 5.09 MB

MirasAI

Marathi Blog & Literature Corpus

A curated Marathi text corpus containing diverse written content for natural language processing, linguistic research, and language modeling tasks.

License: CC-BY-NC-4.0

Locale: mar

Task: NLP

Format: TXT

Size: 4.20 MB

Taruen

Polish Public Domain 20th Century Literature Text Corpus

A 4.2-million-word corpus of 54 iconic Polish novels, multi-volume epics, and documentary prose pieces from the late 19th and early 20th centuries.

License: CC0-1.0

Locale: pl

Task: NLP

Format: TXT

Size: 10.86 MB

Balochistan Educational and Cultural Organization

Brahui Research Work Corpus

This corpus consists of research works, academic theses, and scholarly papers, comprising approximately 185,000 tokens. It covers a range of academic topics and formal registers, reflecting standardized writing practices and disciplinary conventions. The corpus is intended to support linguistic analysis, discourse studies, and computational research on academic and research-oriented text.

License: CC-BY-NC-SA-4.0

Locale: brh

Task: NLP

Format: TXT

Size: 1.13 MB

Sujaak Adbi Sangat

Saraiki Quarterly Magazine Wasson Wehray Corpus

This corpus contains 11,79,200 tokens, from a Saraiki Quarterly Magazine "Wasson Wehray"

License: CC-BY-NC-4.0

Locale: skr

Task: OTH

Format: TXT

Size: 2.09 MB

Kaler Kontho

Kaler Kantho Bengali Newspaper Corpus

A 10+ million token Bengali newspaper corpus from Kaler Kantho provided in .docx format for large-scale NLP research and linguistic analysis.

License: CC-BY-NC-4.0

Locale: ben

Task: NLP

Format: DOCX

Size: 33.11 MB

Jamuna Printing and Publishing Ltd.

The Daily Jugantor Bengali Language Corpus

Monolingual Bengali corpus of 10.6 million words from Daily Jugantor, a major Bengali news source.

License: CC-BY-NC-SA-4.0

Locale: ben

Task: NLP

Format: DOCX

Size: 40.49 MB

MirasAI

Gawar-Bati Literature Corpus

Gawarbati-language literature corpus featuring Diwan Abu Fazl, a poetry collection for documentation and NLP research.

License: CC-BY-NC-SA-4.0

Locale: gwt

Task: NLP

Format: TXT, DOCX

Size: 876.83 KB

MDC DatasetsCompensated

🚧 Hazargi-English Parallel Text Corpus 🚧

A Hazargi-English parallel corpus derived from transcribed and translated video recordings

License: MDC DLA-1.0

Locale: haz, en

Task: MT

Format: TSV

Size: 434.04 KB

RFE/RL

RFE/RL Afghan Pashto News Text Corpus

This dataset is a longitudinal news corpus for the Pashto language, sourced from Radio Azadi, from 2000 to 2026, it contains over 204,000 articles (16M tokens).

License: CC-BY-NC-SA-4.0

Locale: ps

Task: NLP

Format: TXT

Size: 117.68 MB

MirasAI

Rohingya Literature Corpus

A rare 613.5 K token Rohingya corpus written in the Myanmar script, featuring cultural articles and folklore for advanced NLP research and preservation.

License: CC-BY-NC-4.0

Locale: rhg

Task: NLP

Format: TXT, DOCX

Size: 7.01 MB

MirasAI

Associated Press Pakistan 16.4 Million Sindhi Corpus

A 16.4-million-word Sindhi-language corpus of 58,815 Associated Press Pakistan (APP) news articles (2015–2026).

License: CC-BY-NC-SA-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 23.23 MB