cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18230658
title: MultiCaption: Dataset for detecting disinformation using multilingual visual claims

description: MultiCaption is a multilingual dataset designed to identify disinformation through contradictory visual claims. Pairs of claims referring to the same image or video were labeled through multiple strategies to determine whether they contradict each other. The resulting dataset comprises 11,088 visual claims in 64 languages, offering a unique resource for building and evaluating misinformation-detection systems in truly multimodal and multilingual environments.

 

The dataset contains two splits, train and test, as follows:




 
No of. Contradicting Pairs
No of. Non-contradicting Pairs
Total Pairs
No of. Languages


Train
4020
4767
8795
59


Test
2415
2505
4920
52




 

Content:



cid_1, cid_2 - Factchecked claim IDs from the original dataset MultiClaim v2

claim_1, claim_2 - Claims in their original language

claim_1_en, claim_2_en, Claims in English translation

type_1, type_2 - Type of the claim indicating claim/title/synthetic_title. claim refers to the original claim, and title refers to the claim retrieved from its corresponding fact-checked article title. synthetic_title or synthetic_claim refers to the paraphrase generated using GPT5 from its title or claim, respectively.

language_1, language_2 - Language of the claims

label_name - Label indicating contradicting or non-contradicting

label - 1/0 contradicting or non-contradicting

label_strategy - Strategy used for annotation. This includes Manual/Self-Expansion/Claim-Pair-Link/LLM-Annotation/GP5-paraphrase


 

Preprint: https://arxiv.org/abs/2601.11220

 

References

If you use MultiCaption in any publication, project, tool, or in any other form, please cite the following paper:

@misc{frade2026multicaption,      title={MultiCaption: Detecting disinformation using multilingual visual claims},       author={Rafael Martins Frade and Rrubaa Panchendrarajan and Arkaitz Zubiaga},      year={2026},      eprint={2601.11220},      archivePrefix={arXiv},      primaryClass={cs.CL},      url={https://arxiv.org/abs/2601.11220}, }
DOI: 10.5281/zenodo.18230659
title: MultiCaption: Dataset for detecting disinformation using multilingual visual claims

description: MultiCaption is a multilingual dataset designed to identify disinformation through contradictory visual claims. Pairs of claims referring to the same image or video were labeled through multiple strategies to determine whether they contradict each other. The resulting dataset comprises 11,088 visual claims in 64 languages, offering a unique resource for building and evaluating misinformation-detection systems in truly multimodal and multilingual environments.

 

The dataset contains two splits, train and test, as follows:




 
No of. Contradicting Pairs
No of. Non-contradicting Pairs
Total Pairs
No of. Languages


Train
4020
4767
8795
59


Test
2415
2505
4920
52




 

Content:



cid_1, cid_2 - Factchecked claim IDs from the original dataset MultiClaim v2

claim_1, claim_2 - Claims in their original language

claim_1_en, claim_2_en, Claims in English translation

type_1, type_2 - Type of the claim indicating claim/title/synthetic_title. claim refers to the original claim, and title refers to the claim retrieved from its corresponding fact-checked article title. synthetic_title or synthetic_claim refers to the paraphrase generated using GPT5 from its title or claim, respectively.

language_1, language_2 - Language of the claims

label_name - Label indicating contradicting or non-contradicting

label - 1/0 contradicting or non-contradicting

label_strategy - Strategy used for annotation. This includes Manual/Self-Expansion/Claim-Pair-Link/LLM-Annotation/GP5-paraphrase


 

Preprint: https://arxiv.org/abs/2601.11220

 

References

If you use MultiCaption in any publication, project, tool, or in any other form, please cite the following paper:

@misc{frade2026multicaption,      title={MultiCaption: Detecting disinformation using multilingual visual claims},       author={Rafael Martins Frade and Rrubaa Panchendrarajan and Arkaitz Zubiaga},      year={2026},      eprint={2601.11220},      archivePrefix={arXiv},      primaryClass={cs.CL},      url={https://arxiv.org/abs/2601.11220}, }
DOI: 10.5281/zenodo.18222895
title: MODI Project CCA1 Unified project arena - Survey
DOI: 10.34894/hligdm
title: Metadata for Sophia Children's Hospital Severe BPD Cohort: Neonatal Factors, Hypoxic Challenge Test Outcomes and Chest Tomography (PRAGMA-BPD) results
title: Outcomes at 6 months of corrected age

description: This dataverse contains metadata for the research article: "Peri- and neonatal Risk Factors and Structural Lung Abnormalities Predict Hypoxic Challenge Test Failure in Infants with Severe Bronchopulmonary Dysplasia"
description: The data are sensitive since they involve personal information of patients. There are restrictions on use by commercial parties and on sharing openly, based on (inter)national laws and regulations and written informed consent. Therefore these data (and additional clinical data) are only available upon signing a Data Transfer Agreement (see Terms of Access).
description: Sophia Children's Hospital Severe BPD Cohort
description: SPSS, 28.0.1.0
DOI: 10.6084/m9.figshare.26763808
title: Below-median development indicators: case study of Human Development Index- Replication Data.zip

description: The file contains replication data to reproduce the findings presented in the “Below-median development indicators: case study of Human Development Index” paper.For reading the full paper, please visit: https://rdcu.be/eYp1o
DOI: 10.6084/m9.figshare.26763808.v1
title: Below-median development indicators: case study of Human Development Index- Replication Data.zip

description: The file contains replication data to reproduce the findings presented in the “Below-median development indicators: case study of Human Development Index” paper.For reading the full paper, please visit: https://rdcu.be/eYp1o
DOI: 10.15468/dl.tr2sdq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicosmoecus jozankeanus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019800-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v78ssa
title: Occurrence Download

description: A dataset containing 1169901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strix varia",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1169901 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019783-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5sd-j00-0ng
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6my-x5e-e4n
title: Cupuladria Canu & Bassler, 1919

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jgh-r3e-7ck
title: Atlantoxerus Forsyth Major, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z12-nd8-0rf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4z-nvc-pxe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpz-deb-zz8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vwm-bvg-rtw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z3g-748-scr
title: Cellaria salicornioides Lamouroux, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfv-acb-a90
title: Belemnites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0k1-5bv-3bt
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c55-m6h-q4n
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djd-lwn-7al
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7t-g3y-val
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/adr-jcr-hw3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jg8-y5z-7bz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l3l-tak-ky9
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lcd-85c-613
title: Pasythea Lamouroux, 1812

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mbl-5ly-xvq
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zz2-4g8-0kc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bqh-ac9-t6e
title: Desmana Güldenstädt, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pgz-85w-yx4
title: Frondipora verrucosa (Lamouroux, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c82-efn-2yd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jsp-ehf-x3x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ke-02n-s4n
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a4h-2vf-ybq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1zl-l6p-8x4
title: Nellia Busk, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4t1-fef-qcl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3pa-0hv-h0j
title: Microporella ciliata (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/412-bwq-f6a
title: Belemnites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njq-gk2-ym5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gew-l73-mng
title: Jellyella tuberculata (Bosc, 1802)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jz1-mfp-lxy
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vcr-lfc-6f2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z9z-5s2-kk5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kj1-t12-v87
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nv1-xly-7mw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8d6-8mj-74h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wbb-h57-4kg
title: Galemys Kaup, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yef-lkb-2jk
title: Reteporella Busk, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1fq-6dd-cw6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d62-6h2-wft
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/63f-x90-zd4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fbv-5lc-vgn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.d4kmke
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.07053 40.23401,2.07053 40.23401,2.10925 38.84545,4.05514 39.04122,3.40651 40.40378,2.07053 40.23401))",
 "HasGeospatialIssue is false",
 "TaxonKey is Callinectes sapidus Rathbun, 1896"
 ]
}

 The dataset includes 41 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009201-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vz6res
title: Occurrence Download

description: A dataset containing 23869553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 23869553 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045694-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cepret
title: Occurrence Download

description: A dataset containing 6391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.17423 35.31627,-93.85696 35.31627,-93.85696 40.82278,-104.17423 40.82278,-104.17423 35.31627))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megascops asio",
 "Year 2010-2025"
 ]
}

 The dataset includes 6391 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045747-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.10531.11040
title: Referencias bibliográficas y demás información - Etnoliquenología en Santa María, Boyacá estrategias educativas y conservación de la biodiversidad liquénica.docx
DOI: 10.34740/kaggle/dsv/13795003
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.dytmqh
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rumex tolimensis"
 ]
}

 The dataset includes 124 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045753-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jq98h
title: Occurrence Download

description: A dataset containing 1289 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.9188 28.64913, -112.7688 28.64913, -112.7688 28.79913, -112.9188 28.79913, -112.9188 28.64913))"
 ]
}

 The dataset includes 1289 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045751-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zs62wn
title: Occurrence Download

description: A dataset containing 2019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.79337461487162",
 "DecimalLongitude is less than 6.79643416805602",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2019 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045752-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/vdyblu
title: Replication Code for "Monetary Policy through Production Networks: Evidence from the Stock Market"

description: The file contains the code and pseudo-data for "Monetary Policy through Production Networks: Evidence from the Stock Market" by Ali Ozdagli and Michael Weber
DOI: 10.15468/dl.fxcmhs
title: Occurrence Download

description: A dataset containing 55054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Reptiles and Amphibians Dataset",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 55054 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045727-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjmvuv
title: Occurrence Download

description: A dataset containing 12624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "GadmGid is DEU.7.14_1"
 ]
}

 The dataset includes 12624 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045755-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4z5px
title: Occurrence Download

description: A dataset listing the 17 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.43581 43.63211,1.36923 43.59565,1.416 43.5496,1.47878 43.5448,1.51451 43.5793,1.50481 43.63094,1.43581 43.63211))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset's 17 records were derived from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045723-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hwfhm
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Pyrgulopsis imperialis"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045757-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13gtmax
title: 2024 Post-Wildfire Debris-Flow Hazard Assessments

description: Wildfire can substantially alter the hydrologic response of watersheds to rainfall, and debris-flow activity is among the most destructive consequences of these events. To assist federal, state, and local agencies in planning for postfire hazards, the U.S. Geological Survey (USGS) conducts debris-flow hazard assessments for recent wildfires. This collection holds all postfire debris-flow hazard assessments produced by the USGS in 2024.

Each child item holds the results for a specific hazard assessment. Each assessment maps the modeled likelihood, potential volume, and combined hazard of debris flows across the burn area for a series of design rainstorms. Each assessment also includes estimates of the rainfall rates required to trigger debris flows. These results are generally representative of the conditions immediately after the fire. The results are provided as raw model outputs, so the number of digits following a decimal point does not represent the number of significant figures.

The hazard assessments were designed to implement:

* The "M1" debris-flow likelihood model of Staley and others (2017)
* The "emergency" potential sediment volume model of Gartner and others (2014)
* The debris-flow combined hazard classification scheme of Cannon and others (2010)

and the assessments were produced by USGS personnel running the beta version of the ocelote package. Operational personnel may have also modified stream network delineation and modeling parameters for individual assessments in order to ensure quality. The beta version is represented by the ocelote commits prior to the v1.0.0 release. These commits can be found in the ocelote source repository.

References: 
Cannon, S.H., Gartner, J.E., Rupert, M.G., Michael, J.A., Rea, A.H., and Parrett, C., 2010, Predicting the probability and volume of postwildfire debris flows in the intermountain western United States: Geological Society of America Bulletin, v. 122, no. 1-2, p. 127-144, https://doi.org/10.1130/B26459.1

Gartner, J.E., Cannon, S.H., and Santi, P.M., 2014, Empirical models for predicting volumes of sediment deposited by debris flows and sediment-laden floods in the transverse ranges of southern California: Engineering Geology, v. 176, p. 45-56, https://doi.org/10.1016/j.enggeo.2014.04.008.

Staley, D.M., Negri, J.A., Kean, J.W., Laber, J.L., Tillery, A.C., and Youberg, A.M., 2017, Prediction of spatially explicit rainfall intensity–duration thresholds for post-fire debris-flow generation in the western United States: Geomorphology, v. 278, p. 149-162, https://doi.org/10.1016/j.geomorph.2016.10.019.
DOI: 10.15468/dl.ekgnv3
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-87.63077 23.2101,-79.01466 23.2101,-79.01466 30.83393,-87.63077 30.83393,-87.63077 23.2101))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cassiopea xamachana",
 "Year 2010-2025"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045758-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzkc22
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Hydrelaps"
 ]
}

 The dataset includes 92 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045756-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.