datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sign-language-avatar-gloss-dgs
Dataset for German Sign Language Avatar Training
Dataset Summary
This dataset provides curated resources for training data-driven avatars
to perform isolated signs in German Sign Language (Deutsche Gebärdensprache, DGS). It includes videos of individual signs as well as corresponding pose estimation results in a structured and reusable format.
The data is at this moment just sourced from SignDict.org and organized into three primary folders:
videos-raw: Original… See the full description on the dataset page: https://huggingface.co/datasets/fhswf/sign-language-avatar-gloss-dgs.glossapi-greek-nanochat-pretraining-dataset-v2
GlossAPI Greek pretraining corpus v2
HPLT filtering method
The HPLT component is HPLT/ell_Grek_ge8_no_mt_clean60. It retains HPLT quality bins 8, 9, 10 (GE8), uses the pre-applied no-MT/register filter, requires greek_badness_score <= 60, and applies Wave4 Greek re-cleaning and normalization. The standalone filtered slice contained 48,728,774 documents; 48,629,460 remain after corpus-wide deduplication.
GlossAPI datasets and token counts
GlossAPI… See the full description on the dataset page: https://huggingface.co/datasets/fffoivos/glossapi-greek-nanochat-pretraining-dataset-v2.diavgeia
Diavgeia — Greek Government Transparency Decisions
Dataset Info
This dataset contains the full text and metadata of public-sector decisions
(αποφάσεις / πράξεις) published on Diavgeia (diavgeia.gov.gr),
the Greek government's transparency portal. Since 2010 (Law 3861/2010), every
Greek public entity is legally required to publish its administrative acts —
budget commitments, expenditure approvals, contracts, appointments, regulatory
acts, and more — on Diavgeia… See the full description on the dataset page: https://huggingface.co/datasets/glossAPI/diavgeia.glosslm-corpus-split
Multilingual IGT
A compilation of various sources of interlinear glossed text (IGT) across nearly two thousand languages in a standardized format.
Dataset Details
Dataset Description
License: CC BY 4.0
Dataset Sources [optional]
Repository: https://github.com/foltaProject/glosslm/settings
Paper [optional]: Coming soon...
Direct Use
Training models for IGT generation
Linguistic analysis of IGT across languages
Use of IGT in… See the full description on the dataset page: https://huggingface.co/datasets/lecslab/glosslm-corpus-split.arabic-bilingual-medical-glossary
Arabic-English Bilingual Medical Glossary
Dataset Description
A comprehensive Arabic-English bilingual glossary focused on medical and pharmaceutical terminology. This dataset is built from multiple sources including OCR-extracted pharmaceutical leaflets, WHO essential medicines lists, curated medical phrases, and Wikipedia/Wikidata medical entities.
Supported Tasks
Machine Translation (AR ↔ EN): Training and evaluating medical translation models… See the full description on the dataset page: https://huggingface.co/datasets/DrAbdulmalek/arabic-bilingual-medical-glossary.hse-glossary
SmartQHSE HSE Glossary v1
Authoritative HSE / occupational-safety term definitions: TRIR, LTIFR, near-miss, risk assessment, permit-to-work, hierarchy of controls, ALARP, OSHA, hazard identification, root-cause analysis. Each term has aliases, short definition, and links back to a long-form explainer. v1 = 10 terms; v2 will expand to 50+.
Citation (preferred — academic)
SmartQHSE Ltd (2026). SmartQHSE HSE Glossary v1 [dataset]. Zenodo. https://doi.org/10.5281/zenodo.20010227… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-glossary.glosslm-corpusza-mafoko-up-glossary
University of Pretoria Multilingual Academic Glossaries Dataset
Dataset Description
The University of Pretoria Multilingual Academic Glossaries dataset is the result of an initiative by the University of Pretoria's Language Development Plan to promote linguistic diversity and increase access to academic information across three key South African official languages. The dataset includes multilingual equivalents for academic terms developed through the Language… See the full description on the dataset page: https://huggingface.co/datasets/dsfsi/za-mafoko-up-glossary.diacnet-1.1-gloss
DiacNet 1.1 Ambiguity Lexicon & Gloss Tables
Per-language tables of diacritic-ambiguous words — words whose diacritic-stripped form maps to two or more distinct diacritized variants — extracted from the diacnet-1.1-corpus and annotated with variant type and English glosses.
Built to power the gloss-conditioning feature of diacnet-1.1: at training time, ambiguous words in the input can be annotated with their intended English meaning (e.g. [g: ogun=war]), teaching the model to… See the full description on the dataset page: https://huggingface.co/datasets/olaverse/diacnet-1.1-gloss.ipashto-glossary-ddup
🦅 iPashto.ai Culturally Aligned Master Glossary (ddup)
Welcome to the official iPashto.ai Master Glossary dataset repo (nassimjp/ipashto-glossary-ddup). This is a highly specialized, clean, and deduplicated dictionary network covering 39 strategic domains with 11,442 unique entries.
As verified in our deployment log (Screenshot from 2026-07-02 22-33-31.png), this dataset maps complex domain terminology and foreign personal names (English, Chinese, and Japanese) directly into… See the full description on the dataset page: https://huggingface.co/datasets/nassimjp/ipashto-glossary-ddup.cocoon-glossesIndonesian-Legal-Glossary
Indonesian Legal Glossary & Terminology Dataset (ID-Legal-Glossary)
Repositori ini memuat dataset resmi kamus dan glosarium istilah hukum positif Republik Indonesia yang dihimpun, dikurasi, dan dipublikasikan secara terbuka oleh Dahono Labs (PT Dahono Consulting Agency).
Dataset ini memuat 1.771 entri istilah hukum resmi beserta definisinya yang disarikan langsung dari peraturan perundang-undangan nasional, doktrin hukum perdata-pidana, hukum acara, serta terminologi kelembagaan… See the full description on the dataset page: https://huggingface.co/datasets/DahonoLabs/Indonesian-Legal-Glossary.ai-glossary-reference
AI Glossary
10,200 unique artificial intelligence and machine learning terms with concise definitions, a category, a difficulty level, and links to related terms. 149,760 words of definitions across 38 categories.
Usage
from datasets import load_dataset
ds = load_dataset("whoashish115/ai-glossary-reference", split="train")
The same rows are also provided as ai_glossary.jsonl and ai_glossary.csv (related terms joined with ; ).
Fields
Field… See the full description on the dataset page: https://huggingface.co/datasets/whoashish115/ai-glossary-reference.USL-Gloss
VoxSign USL Gloss Dataset
Authors: Taremwa Aaron Francis · Tusuubira Victor
English → Ugandan Sign Language (USL) gloss approximation pairs, for fine-tuning
sequence-to-sequence models.
⚠ The gloss convention changed on 2026-09-05. Re-download if you pulled this before then.
A native USL signer reviewed the convention and five rulings were adopted. Roughly 79% of
the targets in this corpus changed. If you have an older copy, it encodes a superseded
convention —… See the full description on the dataset page: https://huggingface.co/datasets/VoxSign/USL-Gloss.actuarial-global-glossary-multilingual
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🌍 Global Actuarial Glossary - Breaking Language Barriers in Finance
🚀 The World's Most Comprehensive Multilingual Actuarial Dataset
Imagine: A brilliant actuarial student in Tokyo, a risk analyst in São Paulo, and an insurance executive… See the full description on the dataset page: https://huggingface.co/datasets/manuelcaccone/actuarial-global-glossary-multilingual.dfs-glossary
DFS Glossary — Amharic & Afaan Oromoo
Expert-verified glossaries of Digital Financial Services (DFS) terminology in
Amharic (am) and Afaan Oromoo (om), published as structured,
machine-readable, openly-licensed data.
Open language infrastructure for two low-resource Ethiopian languages — for
developers, researchers, translators, and the financial-inclusion community.
Languages
Amharic (am, Ge'ez script) · Afaan Oromoo (om, Latin script)
Entries
87 Amharic + 86… See the full description on the dataset page: https://huggingface.co/datasets/shega-insight/dfs-glossary.chinese-english-technical-patent-glossary
Dataset Card for 中華民國專利技術名詞中英對照詞庫
中華民國專利技術名詞中英對照詞庫（Chinese-English Technical Patent Glossary）收錄逾 324 萬筆台灣專利技術名詞之中英對照資料，涵蓋國際專利分類（IPC）A 至 H 全部八大類，時間跨度自 2011 年至 2023 年。本資料集適用於專利翻譯、技術術語標準化、以及繁體中文語言模型在專業領域之詞彙增強。
Dataset Details
Dataset Description
本資料集整理自中華民國經濟部智慧財產局（TIPO）公開之專利技術名詞中英對照詞庫。每筆資料包含一組繁體中文與英文之技術術語對照，並標註其對應的國際專利分類（IPC）代碼與資料來源編號。
資料涵蓋 IPC 八大類別：
A — 人類生活需要（Human Necessities）
B — 作業、運輸（Performing Operations; Transporting）
C — 化學、冶金（Chemistry; Metallurgy）
D… See the full description on the dataset page: https://huggingface.co/datasets/lianghsun/chinese-english-technical-patent-glossary.medical-imaging-it-glossary
Medical Imaging IT Glossary — PACS, RIS, DICOM, HL7 (ES/EN)
A structured, bilingual (Spanish/English) reference glossary of standards,
systems, protocols and operational concepts used in medical imaging IT and
teleradiology: 53 terms across 23 categories, covering DICOM services and
data hierarchy, HL7 v2/FHIR message types, PACS/RIS/VNA systems, imaging
modalities (CT, MRI, US, PET, mammography, etc.), interoperability profiles
(IHE), and relevant Mexican/international… See the full description on the dataset page: https://huggingface.co/datasets/NODARISHUB/medical-imaging-it-glossary.gloss
gloss: derived data from five protocols on natural-language descriptions of Qwen3-8B
Version 1.0.0. Public derived-data release of five completed protocols that asked one question: can a short natural-language description S of Qwen3-8B, learned by a proposer/search loop, help a frozen predictor forecast what the model does next (its next reasoning step, or its next response-mode change) better than the prompt and the model's own partial output alone, and better than data-free… See the full description on the dataset page: https://huggingface.co/datasets/davidafrica/gloss.Herein_System_Glossary
[!NOTE]
Dataset origin: https://www.coe.int/en/web/herein-system/glossary
Description
The terms are arranged alphabetically and contain the following fields:
deuF: definition common to all countries
SYN: if several terms can be used to express the same concept in one language (e. g. feminine/male in German or the use of different terms for the same concept depending on the country/countries concerned)
sna: if there is a more specific definition on the use of the concept at… See the full description on the dataset page: https://huggingface.co/datasets/FrancophonIA/Herein_System_Glossary.ecclesiaDataset Info:
This dataset contains textual content collected from the official website of the Church of Greece (https://www.ecclesiagreece.gr). The website serves as the official online portal of the Church of Greece and provides a wide range of public information, including:
official announcements about Holy Synod publications and circulars. Also it contains historical, heological material and cultural and educational content.
The language of the dataset is predominantly written in Modern… See the full description on the dataset page: https://huggingface.co/datasets/glossAPI/ecclesia.MeSpEn_Glossaries
[!NOTE]
Dataset origin: https://zenodo.org/records/2205690
Introduction
Hand crafted glossaries are a particularly valuable resource for the medical translator community and have shown to boost performance of MT systems.
This repository contains forty-six bilingual medical glossaries for various language pairs generated from free online medical glossaries and dictionaries made by professional translators.
Language pairs
Num. entries
Language pairs
Num. entries
Language… See the full description on the dataset page: https://huggingface.co/datasets/FrancophonIA/MeSpEn_Glossaries.glossario-ia-skos
Glossario dell'intelligenza artificiale — vocabolario SKOS, versione 1.0.0
DOI del dataset: 10.5281/zenodo.22708771 · DOI del volume: 10.5281/zenodo.22690475
Lingue: italiano (it), inglese (en) · Licenza: CC BY 4.0
Che cos'è
Un vocabolario RDF/SKOS, non un benchmark né un insieme di dati di
addestramento pronti. È il vocabolario da cui si genera il volume
Glossario dell'intelligenza artificiale. Termini, norme, professioni (AIPIA Studies in Applied AI, 1, a cura… See the full description on the dataset page: https://huggingface.co/datasets/aipia-it/glossario-ia-skos.HCAVSData Info:
The HCAVS Veterinary Journal Corpus contains scientific and professional content extracted from the journal of the Hellenic Companion Animal Veterinary Society (HCAVS / Ελληνική Εταιρεία Κτηνιατρικής Ζώων Συντροφιάς).
It covers 30 journal issues across Volumes 1–15 (2012–2026), represented by 237 records, including 16 complete issue-level PDFs (kind = issue) and 221 individual articles (kind = article).
The corpus consists primarily of Greek-language veterinary content on… See the full description on the dataset page: https://huggingface.co/datasets/glossAPI/HCAVS.tes-glossary
TES Glossary
Глоссарий терминов The Elder Scrolls.
Конфигурации
skyrim — 72 582 записей
eso — 535 467 записей
oblivion — 38 555 записей
morrowind — 35 363 записи
blades — 14 940 записей
legends — 10 383 записи
API
```
GET https://datasets-server.huggingface.co/rows?dataset=DavidLich8/tes-glossary&config=eso&split=train&offset=0&length=100
```
gloss-example-data
GLOSS example data
Example data for the GLOSS texture-completion code: 3 textured meshes with reference views, camera metadata, and
backprojected partial UV textures, plus Blender demo sessions, saved brushes, and their reference caches. It mirrors the
code repository's data/interactive/ folder; bash scripts/download_example_data.sh puts it there.
meshes/<name>/ scene.gltf, scene.bin, textures/, license.txt
single_views/<name>/ viewNNNN.basecolor.png reference… See the full description on the dataset page: https://huggingface.co/datasets/chenyuec/gloss-example-data.mitosData Info:
This dataset contains a collection of 4,340 administrative procedures from the official Greek National Registry of Administrative Procedures (MITOS) at mitos.gov.gr. MITOS is the official Greek government platform that documents and organizes the administrative procedures citizens and businesses may need to complete with public authorities.
For each procedure, MITOS can provide information such as application process, legislation, documents & requirements etc.
The temporal coverage… See the full description on the dataset page: https://huggingface.co/datasets/glossAPI/mitos.DYASData Info:
This dataset contains 204 records collected from the DYAS (Digital Humanities Greece / ΔΥΑΣ) digital humanities document library. DYAS (DARIAH-GR) is the Greek Research Infrastructure Network for the Humanities.It is part of the national APOLLONIS infrastructure and the European DARIAH network.
Each record corresponds to a document page and includes metadata such as title, description, date, category, authorship, page URL, and source file URL. The collection covers materials… See the full description on the dataset page: https://huggingface.co/datasets/glossAPI/DYAS.healthcare_terms_glossaryEtude_pour_un_glossaire_etymologique_du_patois_picard
[!NOTE]
Dataset origin: https://books.google.fr/books?id=nEVDAAAAYAAJ&printsec=frontcover#v=onepage&q&f=false & https://books.google.fr/books?id=S5o-AAAAYAAJ&printsec=frontcover#v=onepage&q&f=false