cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18406443
title: Dataset for "Impacts From Procuring Clean Electricity Claims Under Different Inventory Accounting Methods"

description: This is the model, data, and post-processing scripts for the research article "Impacts From Procuring Clean Electricity Claims Under Different Inventory Accounting Methods". 

The cases files used to run the model are cases_pg_20250529_nofed.csv and cases_pg_20250529_withfed.csv. 

The analysis.py and analysis_regions.py scripts are used to post-process the model's outputs, creating the figures and data provided within the research article. For the analysis.py script, the scen_name must be manually specified, as indicated in the comments in-line with that variable.
DOI: 10.5281/zenodo.18406442
title: Dataset for "Impacts From Procuring Clean Electricity Claims Under Different Inventory Accounting Methods"

description: This is the model, data, and post-processing scripts for the research article "Impacts From Procuring Clean Electricity Claims Under Different Inventory Accounting Methods". 

The cases files used to run the model are cases_pg_20250529_nofed.csv and cases_pg_20250529_withfed.csv. 

The analysis.py and analysis_regions.py scripts are used to post-process the model's outputs, creating the figures and data provided within the research article. For the analysis.py script, the scen_name must be manually specified, as indicated in the comments in-line with that variable.
DOI: 10.15468/dl.pqfzmj
title: Occurrence Download

description: A dataset containing 1750 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Gentianopsis thermalis"
 ]
}

 The dataset includes 1750 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000286-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tesrh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dollfusentis salgadoi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000287-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhjs5p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parietaria judaica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000289-260129131611470/datasets/export for details.
DOI: 10.15468/dl.a5xgak
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sander lucioperca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1880",
 "Year is less than or equal to 1884"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000290-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8pvvk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tegorhynchus cetratus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000291-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17611390
title: Notas de leitura do processo "Construção da Casa para o Clero e para o Retiro em Cabeça Boa [1960-1976]"

description: Notas de leitura do processo "Construção da Casa para o Clero e para o Retiro em Cabeça Boa [1960-1976]" existente no Arquivo Municipal de Bragança.

Registo efetuado em junho de 2023 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/documentacao/processos/9983/construcao-da-casa-para-o-clero-e-para-o-retiro-em-cabeca-boa-1960-1976.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em novembro de 2025.
DOI: 10.5281/zenodo.17611391
title: Notas de leitura do processo "Construção da Casa para o Clero e para o Retiro em Cabeça Boa [1960-1976]"

description: Notas de leitura do processo "Construção da Casa para o Clero e para o Retiro em Cabeça Boa [1960-1976]" existente no Arquivo Municipal de Bragança.

Registo efetuado em junho de 2023 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/documentacao/processos/9983/construcao-da-casa-para-o-clero-e-para-o-retiro-em-cabeca-boa-1960-1976.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em novembro de 2025.
DOI: 10.15468/dl.aade8t
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-73.62088 9.56918,-73.62009 9.56949,-73.61817 9.5704,-73.61633 9.57146,-73.61457 9.57266,-73.61145 9.57497,-73.60976 9.57633,-73.60818 9.57782,-73.60673 9.57944,-73.60541 9.58116,-73.60423 9.58299,-73.60321 9.5849,-73.60234 9.58688,-73.60163 9.58893,-73.60109 9.59103,-73.60073 9.59317,-73.60053 9.59532,-73.60051 9.59749,-73.60067 9.59965,-73.60099 9.60179,-73.60149 9.6039,-73.60216 9.60596,-73.60299 9.60796,-73.61073 9.62468,-73.61171 9.62659,-73.61284 9.62842,-73.61411 9.63016,-73.61552 9.63179,-73.61705 9.6333,-73.61869 9.63469,-73.62045 9.63595,-73.6223 9.63706,-73.62423 9.63803,-73.62623 9.63884,-73.62829 9.63949,-73.6304 9.63997,-73.63254 9.64029,-73.63469 9.64044,-73.63871 9.64056,-73.6408 9.64055,-73.64287 9.64037,-73.64493 9.64004,-73.64696 9.63956,-73.64895 9.63892,-73.65088 9.63813,-73.65274 9.6372,-73.65453 9.63612,-73.65623 9.63492,-73.65783 9.63359,-73.65932 9.63215,-73.6607 9.63059,-73.66195 9.62894,-73.66308 9.62719,-73.66729 9.62005,-73.66967 9.61611,-73.6707 9.61425,-73.67158 9.61231,-73.6723 9.6103,-73.67286 9.60825,-73.67326 9.60616,-73.67349 9.60404,-73.67438 9.59111,-73.67445 9.589,-73.67434 9.58689,-73.67407 9.5848,-73.67364 9.58273,-73.67305 9.5807,-73.6723 9.57873,-73.6714 9.57682,-73.67035 9.57498,-73.66916 9.57324,-73.66783 9.57158,-73.66638 9.57004,-73.66482 9.56861,-73.66314 9.56731,-73.66137 9.56614,-73.65952 9.56511,-73.65759 9.56423,-73.65559 9.5635,-73.65354 9.56293,-73.65146 9.56252,-73.64935 9.56227,-73.64722 9.56218,-73.6416 9.56217,-73.63956 9.56224,-73.63752 9.56247,-73.6355 9.56284,-73.63352 9.56337,-73.63159 9.56404,-73.62971 9.56485,-73.62289 9.56811,-73.62103 9.56909,-73.62088 9.56918)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2018-2018"
 ]
}

 The dataset includes 321 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000292-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18417933
title: ZAMONAVIY PSIXOLOGIK TADQIQOTLARDA KASB TANLASH MOTIVINING O'RGANILISHI

description: Ushbu ilmiy tezisda zamonaviy psixologik tadqiqotlarda kasb tanlash motivining o‘rganilishi muammosi tahlil qilinadi. Kasb tanlash shaxsning hayotiy strategiyasi, ijtimoiy moslashuvi va psixologik farovonligini belgilovchi muhim omil sifatida talqin etiladi. Tezisda kasb tanlash motivlarining nazariy asoslari, ularni empirik tadqiq etish metodologiyalari, zamonaviy xorijiy va mahalliy ilmiy yondashuvlar, shuningdek, yoshlar kasbiy yo‘naltirilishida motivatsion omillarning o‘rni ilmiy manbalar asosida yoritilgan. Tadqiqot natijalari kasb tanlash motivlarining ko‘p omilli va dinamik xarakterga egaligini ko‘rsatadi.
DOI: 10.5281/zenodo.18417934
title: ZAMONAVIY PSIXOLOGIK TADQIQOTLARDA KASB TANLASH MOTIVINING O'RGANILISHI

description: Ushbu ilmiy tezisda zamonaviy psixologik tadqiqotlarda kasb tanlash motivining o‘rganilishi muammosi tahlil qilinadi. Kasb tanlash shaxsning hayotiy strategiyasi, ijtimoiy moslashuvi va psixologik farovonligini belgilovchi muhim omil sifatida talqin etiladi. Tezisda kasb tanlash motivlarining nazariy asoslari, ularni empirik tadqiq etish metodologiyalari, zamonaviy xorijiy va mahalliy ilmiy yondashuvlar, shuningdek, yoshlar kasbiy yo‘naltirilishida motivatsion omillarning o‘rni ilmiy manbalar asosida yoritilgan. Tadqiqot natijalari kasb tanlash motivlarining ko‘p omilli va dinamik xarakterga egaligini ko‘rsatadi.
DOI: 10.15468/dl.5zhunm
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registro de Biodiversidad de Asociación Sostenible para el Desarrollo Integral y Turístico de Loma Linda (ASODILL)"
 ]
}

 The dataset includes 363 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000293-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0007119
title: 自降解精确序列寡聚聚氨酯可控自组装反应过程数据和测试表征数据
DOI: 10.15468/dl.5hmaph
title: Occurrence Download

description: A dataset containing 1258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phenax hirtus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1258 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000294-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5zxgw
title: Occurrence Download

description: A dataset containing 2817 records in GBIF matching the query:
SELECT
 '597' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 61.2993700571118
 AND decimalLatitude &lt;= 66.79314043790278
 AND decimalLongitude &gt;= 150.2980624689629
 AND decimalLongitude &lt;= 179.6007845926416
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 2817 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000276-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gchq7h
title: Occurrence Download

description: A dataset listing the 328 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.12.1.1_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 328 records were derived from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000279-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dbxpk
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sander lucioperca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1885",
 "Year is less than or equal to 1889"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000295-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2b58z5
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koronacantha mexicana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000296-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkwh4a
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-73.62088 9.56918,-73.62009 9.56949,-73.61817 9.5704,-73.61633 9.57146,-73.61457 9.57266,-73.61145 9.57497,-73.60976 9.57633,-73.60818 9.57782,-73.60673 9.57944,-73.60541 9.58116,-73.60423 9.58299,-73.60321 9.5849,-73.60234 9.58688,-73.60163 9.58893,-73.60109 9.59103,-73.60073 9.59317,-73.60053 9.59532,-73.60051 9.59749,-73.60067 9.59965,-73.60099 9.60179,-73.60149 9.6039,-73.60216 9.60596,-73.60299 9.60796,-73.61073 9.62468,-73.61171 9.62659,-73.61284 9.62842,-73.61411 9.63016,-73.61552 9.63179,-73.61705 9.6333,-73.61869 9.63469,-73.62045 9.63595,-73.6223 9.63706,-73.62423 9.63803,-73.62623 9.63884,-73.62829 9.63949,-73.6304 9.63997,-73.63254 9.64029,-73.63469 9.64044,-73.63871 9.64056,-73.6408 9.64055,-73.64287 9.64037,-73.64493 9.64004,-73.64696 9.63956,-73.64895 9.63892,-73.65088 9.63813,-73.65274 9.6372,-73.65453 9.63612,-73.65623 9.63492,-73.65783 9.63359,-73.65932 9.63215,-73.6607 9.63059,-73.66195 9.62894,-73.66308 9.62719,-73.66729 9.62005,-73.66967 9.61611,-73.6707 9.61425,-73.67158 9.61231,-73.6723 9.6103,-73.67286 9.60825,-73.67326 9.60616,-73.67349 9.60404,-73.67438 9.59111,-73.67445 9.589,-73.67434 9.58689,-73.67407 9.5848,-73.67364 9.58273,-73.67305 9.5807,-73.6723 9.57873,-73.6714 9.57682,-73.67035 9.57498,-73.66916 9.57324,-73.66783 9.57158,-73.66638 9.57004,-73.66482 9.56861,-73.66314 9.56731,-73.66137 9.56614,-73.65952 9.56511,-73.65759 9.56423,-73.65559 9.5635,-73.65354 9.56293,-73.65146 9.56252,-73.64935 9.56227,-73.64722 9.56218,-73.6416 9.56217,-73.63956 9.56224,-73.63752 9.56247,-73.6355 9.56284,-73.63352 9.56337,-73.63159 9.56404,-73.62971 9.56485,-73.62289 9.56811,-73.62103 9.56909,-73.62088 9.56918)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2022-2022"
 ]
}

 The dataset includes 729 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000297-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv3yp9
title: Occurrence Download

description: A dataset containing 59235 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is North East Scotland Terrestrial Mammals 1900-2017 (excluding squirrels, wild cats and marine mammals)"
 ]
}

 The dataset includes 59235 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000288-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0007120
title: 自放大解聚型氧化响应性聚二茂铁反应过程数据和测试表征数据
DOI: 10.15468/dl.pd4ztu
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sander lucioperca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1890",
 "Year is less than or equal to 1894"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000302-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb92nr
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phenax rugosus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 376 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000300-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt96zw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koronacantha pectinaria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000304-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdnpe3
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sander lucioperca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1895",
 "Year is less than or equal to 1899"
 ]
}

 The dataset includes 153 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000306-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5fb4x091
title: MassIVE MSV000100643 - BSH Knockout vs WT CA conjugated with 5-ASA
title: Cholyl-5-ASA profiling to compare WT vs. BSH knockout. Samples were run on a Waters ACQUITY BEH C8 column (100 x 2.1 mm, 1.7 um 130A).
DOI: 10.15468/dl.d8h7pk
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-73.69326 8.30803,-73.68614 8.31178,-73.68304 8.3141,-73.67672 8.32075,-73.67298 8.32912,-73.67227 8.33826,-73.67465 8.34711,-73.68239 8.36382,-73.68645 8.37012,-73.69209 8.37507,-73.69888 8.3783,-73.7063 8.37955,-73.7103 8.37966,-73.71985 8.37823,-73.72829 8.37356,-73.73456 8.36625,-73.73876 8.35911,-73.74112 8.35516,-73.74373 8.34935,-73.74491 8.34309,-73.74578 8.33015,-73.74492 8.32136,-73.74127 8.31332,-73.73522 8.30687,-73.72741 8.3027,-73.71867 8.30126,-73.71307 8.30125,-73.70122 8.30395,-73.69443 8.30722,-73.69326 8.30803)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2003-2018"
 ]
}

 The dataset includes 192 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000305-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ewvccl
title: Replication Data for: Universal Digitized Counterdiabatic Driving

description: Replication Data for: Universal Digitized Counterdiabatic Driving
DOI: 10.11588/data/rubm2e
title: IKAT-EN

description: A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts (English version). The data is further annotated with semantic clause types and commonsense knowledge relations.
description: Source Code also available at GitHub: https://github.com/Heidelberg-NLP/IKAT-EN.
Copyright (c) 2024 Becker, Maria
DOI: 10.5281/zenodo.14730513
title: Metadata FW11020202 2026-01-29
DOI: 10.5281/zenodo.18417971
title: Metadata FW11020202 2026-01-29
DOI: 10.11588/data/sajad3
title: CO-NNECT

description: This repository contains our path generation framework Co-NNECT, in which we combine two models for establishing knowledge relations and paths between concepts from sentences, as a form of explicitation of implicit knowledge: COREC-LM (COmmonsense knowledge RElation Classification using Language Models), a relation classification system that we developed for classifying commonsense knowledge relations (CO-NNECT/COREC-LM); and COMET, a target prediction system developed by Bosselut et al., 2019, which we adapt for Forwardchaining (CO-NNECT/Forwardchaining).
description: Source Code also available at GitHub: https://github.com/Heidelberg-NLP/CO-NNECT.
Copyright (c) 2024 Becker, Maria
DOI: 10.11588/data/4ba5ly
title: IKAT-DE

description: A corpus consisting of high-quality human annotations of missing and implied information in argumentative texts (German version). The data is further annotated with semantic clause types and commonsense knowledge relations.
description: Source Code also available at GitHub: https://github.com/Heidelberg-NLP/IKAT-DE.
Copyright (c) 2024 Becker, Maria
DOI: 10.11588/data/5vtj26
title: LLMs4Implicit-Knowledge-Generation Public

description: Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statements between two sentences, by (i) finetuning the models on corpora enriched with implicit information; and by (ii) constraining models with key concepts and commonsense knowledge paths connecting them.
description: Source Code also available at GitHub: https://github.com/Heidelberg-NLP/LMs4Implicit-Knowledge-Generation.
Copyright (c) 2024 Becker, Maria
DOI: 10.57967/hf/7671
title: bd-laws
DOI: 10.18710/fec2bo/ek1cet
title: RegionalAccents_Spanish.csv

description: Measurements of European Spanish vowels, based on vowel productions in Chládková et al. (2011).
DOI: 10.18710/fec2bo/8b8hfo
title: RegionalAccents_Familiarity_Spanish.csv

description: Spanish-speaking participants' self-reported familiarity with regional accents of English.
DOI: 10.18710/fec2bo/y6mstm
title: RegionalAccents_S.Eng_Speakers.csv

description: Demographic and linguistic background of the S.Eng speakers.
DOI: 10.18710/fec2bo/ekdwpo
title: RegionalAccents_N.Eng.csv

description: Measurements of Northern British English vowels, based on vowel productions in Strycharczuk et al. (2025).
DOI: 10.18710/fec2bo/vcu6fn
title: RegionalAccents_Familiarity_Dutch.csv

description: Dutch-speaking participants' self-reported familiarity with regional accents of English.
DOI: 10.18710/fec2bo/cgtf6o
title: RegionalAccents_Dutch.csv

description: Measurements of Belgian Dutch vowels, based on vowel productions in Adank et al. (2007).
DOI: 10.18710/fec2bo/ts10de
title: RegionalAccents_Categorization_Spanish.csv

description: Spanish-speaking participants' cross- language and second-language categorization responses.
DOI: 10.18710/fec2bo/tlbkv2
title: RegionalAccents_InformationLetter.pdf

description: Information letter participants received before giving informed consent.
DOI: 10.18710/fec2bo/ziujhi
title: RegionalAccents_AusE.csv

description: Measurements of Australian English vowels, based on vowel productions in Elvin et al. (2016) and Estival et al. (2014).
DOI: 10.18710/fec2bo/5piw2u
title: RegionalAccents_Questionnaire_Dutch.csv

description: Dutch-speaking participants' responses to the background questionnaire.