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187 results for “Language Data”

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zenodo16/100

Data set of "Context-sensitive Requirements Search in Natural Language Specifications"

<p>We use this data set for the evaluation of our Context-sensitive Requirements Search approach. It contains three files and 15 searches.</p> <p>&nbsp;</p> <p><strong>Attribution</strong></p> <p>The foundation of this data set is PURE:<br> A. Ferrari, G. O. Spagnolo, and S. Gnesi. <em>PURE: a Dataset of Public Requirements Documents</em>. Version 1.0. Sept. 2018.<br> Available at:&nbsp;<a href="https://doi.org/10.5281/zenodo.1414117">https://doi.org/10.5281/zenodo.1414117</a></p> <p>The original data is licensed under <a href="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</a></p> <p>&nbsp;</p> <p><strong>Annotations</strong></p> <ul> <li>Each of the provided files contains annotations that we created with Label Studio for the corresponding file of the PURE data set.</li> <li>These annotations depict the search results of Plain Keyword Search (PKS) and the corresponding gold standard.</li> <li>The following is an example of an annotation in the .json file:</li> </ul> <pre><code class="language-json">{ "id": "UnaxUjB6oY", "meta": { "text": ["0"] }, "type": "labels", "value": { "end": "/text()[2]", "text": "speed", "start": "/text()[2]", "labels": ["speed: train speed profile"], "endOffset": 364, "startOffset": 359, "globalOffsets": { "end": 1403, "start": 1398 } }, "origin": "manual", "to_name": "text", "from_name": "ner" },</code></pre> <p>&nbsp;</p> <p><strong>Important Json attributes to consider</strong></p> <p><strong>Meta</strong></p> <p>We encode the relevance of each result in its metadata.</p> <p><em>Example:</em></p> <pre><code class="language-json">"meta": { "text": ["0"] },</code></pre> <ul> <li>1 = relevant for this search and found by PKS</li> <li>0 = irrelevant for this search but found by PKS</li> <li>-1 = relevant for this search and not found by PKS</li> </ul> <p>&nbsp;</p> <p><strong>Labels</strong></p> <p>This element is the search identifier we use in Label Studio. It corresponds to the table in the thesis that describes each search in detail.</p> <p><em>Example:</em></p> <pre><code class="language-json">"labels": ["speed: train speed profile"],</code></pre> <p>&nbsp;</p> <p><strong>GlobalOffsets</strong></p> <p>&quot;globalOffsets&quot; describes the position of a label in the text.</p> <p><em>Example:</em></p> <pre><code class="language-json">"globalOffsets": { "end": 1403, "start": 1398 }</code></pre> <p>&nbsp;</p>

restrictedMar 2022View details →
zenodo16/100

Chirila: Language Data Files

<p>Archival data export of Chirila database files, version Jan 2, 2022 (prior to migration out of filemaker pro</p> <p>Funded by NSF grants BCS-0844550 and BCS-1423711</p>

restrictedAug 2017View details →
zenodo12/100

Data for: Unraveling the influence of essential climatic factors on the number of tones through an extensive database of languages in China

Open the record for dataset details and reuse information.

restrictedcc-by-4.0Nov 2023View details →
zenodo12/100

Data from: experiment using Large Language Models for unit testing generation

Open the record for dataset details and reuse information.

restrictedcc-by-4.0Nov 2023View details →
zenodo12/100

WMT-SLT FocusNews: Training data for the WMT shared task on sign language translation

<p>This is data from a former Deaf online TV channel, FocusFive. We provide news episodes (FocusNews) that were broadcast between 2008 and 2014. Each episode is about 5 minutes long. For a more extended description of the data, visit <a href="https://www.wmt-slt.com/data">https://www.wmt-slt.com/data.</a></p>

restrictedJun 2022View details →
zenodo12/100

WMT-SLT SRF: Training data for the WMT shared task on sign language translation (poses)

<p>These are Standard German daily news (Tagesschau) and Swiss German weather forecast (Meteo) episodes broadcast and interpreted into Swiss German Sign Language by hearing interpreters (among them, children of Deaf adults, CODA) via Swiss National TV (Schweizerisches Radio und Fernsehen, SRF) (<a href="https://www.srf.ch/play/tv/sendung/tagesschau-in-gebaerdensprache?id=c40bed81-b150-0001-2b5a-1e90e100c1c0">https://www.srf.ch/play/tv/sendung/tagesschau-in-gebaerdensprache?id=c40bed81-b150-0001-2b5a-1e90e100c1c0</a>). For a more extended description of the data, visit <a href="http://These are Standard German daily news (Tagesschau) and Swiss German weather forecast (Meteo) episodes broadcast and interpreted into Swiss German Sign Language by hearing interpreters (among them, children of Deaf adults, CODA) via Swiss National TV (Schweizerisches Radio und Fernsehen, SRF) (https://www.srf.ch/play/tv/sendung/tagesschau-in-gebaerdensprache?id=c40bed81-b150-0001-2b5a-1e90e100c1c0). For a more extended description of the data, visit https://www.wmt-slt.com/data.">https://www.wmt-slt.com/data</a>.</p> <p>&nbsp;</p> <p>&nbsp;</p>

restrictedJun 2022View details →
zenodo4/100

Accompanying data distribution for "Contextualizing biological perturbation experiments through language"

<p>Please see the README.md file.</p>

restrictedSep 2024View details →

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Allen Brain Atlas

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allen-brain-atlas
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Last verified 2026-04-30Open record

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behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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