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FAQs

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Responsible Disclosure

News and Documentation

Data and Model Competitions

[email protected]

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Search results for “Sindh Line Newspaper Corpus”

100 Datasets

Balochi Academy

Balochi Academy Text Corpus

This corpus contains approximately 500k tokens of text from novels, poetry, articles, riddles, and proverbs, covering both literary and traditional genres. It is intended for linguistic research, NLP tasks (e.g., language modeling and text analysis), and cultural documentation.

License: CC-BY-NC-SA-4.0

Locale: bgn

Task: NLP

Format: TXT

Size: 1.88 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

Rana Printers Multan

Rana Printers Urdu Literature Corpus

This corpus comprises 1.68 million tokens of high-quality Urdu text collected over the past decade through Rana Printers. It includes a diverse range of literary genres such as stories, short stories, novels, fiction, non-fiction, poetry, and historical works. All content is shared with the authors’ approval. The dataset is intended to support linguistic research, Urdu language technology development, and the preservation of literary and cultural heritage.

License: CC-BY-NC-4.0

Locale: ur

Task: OTH

Format: TXT

Size: 3.00 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

Baloch Publishers Multan

Baloch Publishers Saraiki Literature Corpus

This corpus is a collection of one million tokens of Saraiki language. The data was produced under the Baloch Publishers over the last ten years. The corpus contains work of literature including dictionaries, short stories, novels, fiction, non-fiction, and travelogue. The data is being shared with the approval of the authors. It aims to support linguistic research, language technology development, and cultural preservation.

License: CC-BY-NC-4.0

Locale: skr

Task: NLP

Format: TXT

Size: 2.04 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

Tamahi Suneha Magazine

Punjabi Literature Corpus

This corpus contains 10,39,430 tokens of Punjabi Shahmukhi script.

License: CC-BY-NC-4.0

Locale: pa-PK

Task: OTH

Format: TXT

Size: 1.83 MB

Keblagh e Azergi

Elkhani Hazargi Literature Corpus

Hazargi literary corpus (~0.5M tokens) of poetry, folklore, and prose texts representing Hazara linguistic and cultural heritage.

License: CC-BY-NC-4.0

Locale: haz

Task: NLP

Format: TXT

Size: 2.46 MB

Aim Foundation

Dari Literature Corpus by Anjuman e Adabi Nayestan

A ~1 M-token Dari (Afghan Persian) literary corpus compiled by Anjuman e Adabi Nayestan, covering prose, poetry, and cultural texts in Perso-Arabic script.

License: CC-BY-NC-4.0

Locale: prs

Task: NLP

Format: TXT

Size: 12.67 MB

Community

Sindhi Named Entity Recognition-SiNER Dataset

A Sindhi named entity recognition dataset for building NLP tools in an underrepresented South Asian language.

License: CC-BY-SA-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 2.51 MB

Bismillah Graphics Publishers

Urdu Literature Corpus

This corpus contains 16,17,074 tokens of multiple Urdu literature books published by Bismillah Graphics Publishers.

License: CC-BY-NC-4.0

Locale: ur

Task: OTH

Format: TXT

Size: 2.86 MB

MirasAI

Associated Press Pakistan 1.8 Million Chinese Corpus

A Chinese-language corpus of about 1.8 million Associated Press Pakistan news articles, useful for NLP and language model training.

License: CC-BY-NC-SA-4.0

Locale: zho

Task: NLP

Format: TXT

Size: 2.76 MB

Common Voice

Common Voice Scripted Speech 26.0 - Sindhi

A collection of read speech recordings in Sindhi.

License: CC0-1.0

Locale: sd

Task: ASR

Format: MP3

Size: 1.04 GB

MirasAI

Wakhi Literature Corpus

A literature corpus of Wakhi language texts, preserving the language’s literary, cultural, and linguistic heritage for research and low-resource NLP.

License: CC-BY-ND-4.0

Locale: wbl

Task: NLP

Format: DOCX, TXT

Size: 74.83 KB

MirasAI

Associated Press Pakistan 78.1 Million English Corpus

The Associated Press of Pakistan 78.1 Million English Corpus is a large-scale English text released for non-commercial research with APP's permission.

License: CC-BY-NC-SA-4.0

Locale: eng

Task: NLP

Format: TXT

Size: 178.01 MB

Kaleem Art Press

Kaleem Art Press Urdu Literature Corpus

This corpus is a collection of 1.44 million tokens of Urdu language . The data was produced under the Kaleem Art Press over the last fifteen years . The corpus contains work of literature including Stories, Short Stories, Novels, fiction, non-fiction, Travelogues, Poetry, Biography, and History. The data is being shared with the approval of the authors. It aims to support linguistic research, language technology development, and cultural preservation.

License: CC-BY-NC-4.0

Locale: ur

Task: OTH

Format: TXT

Size: 2.85 MB

Anjuman e Katib

Persian Literature Corpus by Najwai Sukhan

A curated Persian literary corpus of ~1.26M tokens spanning literature, poetry, educational writing, and culturally significant texts.

License: CC-BY-NC-4.0

Locale: fas

Task: NLP

Format: TXT

Size: 38.62 MB

Forum for Language Initiatives

Khowar Literature Corpus by FLI

A multi-genre Khowar language corpus designed for linguistic research, NLP applications, and cultural documentation.

License: CC-BY-NC-4.0

Locale: khw

Task: NLP

Format: TXT

Size: 244.85 KB

Balochi Academy

Eastern Balochi Literature Corpus

A UTF-8 normalized Eastern Balochi literature corpus (~1.9M tokens) covering poetry, folklore, novels, and cultural texts for linguistic research and NLP.

License: CC-BY-NC-4.0

Locale: bgp

Task: NLP

Format: TXT

Size: 949.67 KB

RFE/RL

RFE/RL Persian News Text Corpus

This dataset is a longitudinal news corpus for the Persian language sourced from Radio Farda from 2001 to 2026. It contains over 350,000 articles (51M tokens).

License: CC-BY-NC-SA-4.0

Locale: fa

Task: NLP

Format: TXT

Size: 307.78 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

Balochistan Educational and Cultural Organization

Talar (تلار) Barahui Magazine Corpus

A ~150,000-word Brahui corpus from the monthly magazine Talar, covering editorials, essays, fiction, poetry, and socio-cultural commentary.

License: CC-BY-NC-SA-4.0

Locale: brh

Task: NLP

Format: TXT

Size: 317.22 KB

Keblagh e Azergi

Keblagh-e-Azergi Hazargi literature corpus

This corpus is a collection of more than one hundred thousand tokens of Hazargi language. The corpus contains work of literature, poems, folk and short stories and dramas. The data is being shared with the approval of the authors. It claims to support linguistic research, language technology development and cultural preservation.

License: CC-BY-NC-4.0

Locale: haz

Task: NLP

Format: TXT

Size: 193.28 KB

Ali Nawaz

Sindhi Sentiment Analysis Dataset

4,420 labeled Sindhi sentences for 3-class sentiment classification (positive, negative, neutral) — a low-resource NLP dataset.

License: CC-BY-NC-4.0

Locale: sd

Task: NLP

Format: CSV, XLSX

Size: 252.75 KB