cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25505/fiz.icsd.cctbkd2
title: CSD 754924: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cctbkb0
title: CSD 754922: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cctbkc1
title: CSD 754923: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cctbk8y
title: CSD 754920: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cctbk9z
title: CSD 754921: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.10080.81927
title: URETROCELE
DOI: 10.13140/rg.2.2.34250.49603
title: aerospace-steaming
DOI: 10.25505/fiz.icsd.cctbk7x
title: CSD 754919: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cctbk5v
title: CSD 754917: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cctbk6w
title: CSD 754918: Experimental Crystal Structure Determination

description: Related Article: A.D.Handoko,G.K.L.Goh|2010|Green Chemistry|12|680|doi:10.1039/b923840a
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.21090.86721
title: Variables
DOI: 10.13140/rg.2.2.34932.07044
title: Machine zero
DOI: 10.15468/dl.88v2ct
title: Occurrence Download

description: A dataset containing 439906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asio otus"
 ]
}

 The dataset includes 439906 records from 1768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042177-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e42wws
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrophylax leptoglossa (Cope, 1868)"
 ]
}

 The dataset includes 162 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223828-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g6tz9
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "TaxonKey is Thalassarche carteri (Rothschild, 1903)",
 "Year 1990-2022"
 ]
}

 The dataset includes 103 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249642-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jecsrr
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana manshurica Kitag."
 ]
}

 The dataset includes 213 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225589-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68nsz9
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus mairei Hack. ex Hand.-Mazz.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 65 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263175-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxqvz6
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana makinoi Kuzn."
 ]
}

 The dataset includes 499 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225588-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unr4sq
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 "TaxonKey is one of (Arceuthobium pusillum M.Peck)"
 ]
}

 The dataset includes 577 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007806-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec5sfd
title: Occurrence Download

description: A dataset containing 1103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chalepogenus Holmberg, 1903"
 ]
}

 The dataset includes 1103 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257657-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh55r9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca ustulata (Hack. ex St.-Yves) Markgr.-Dann."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216544-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dg9cj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porifera",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de Vincent Prié",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221797-230224095556074/datasets/export for details.
DOI: 10.15468/dl.9f4t2x
title: Occurrence Download

description: A dataset containing 332621 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica L."
 ]
}

 The dataset includes 332621 records from 1498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269658-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qum8y
title: Occurrence Download

description: A dataset containing 11540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "GadmGid is VNM.37_1",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 11540 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017737-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75t5ry
title: Occurrence Download

description: A dataset containing 27010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Austria",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Agaricomycetes"
 ]
}

 The dataset includes 27010 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017738-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vuggs
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nemognatha chrysomelina (Fabricius, 1775)"
 ]
}

 The dataset includes 134 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017739-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbj9bf
title: Occurrence Download

description: A dataset containing 16955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Gunnera tinctoria (Molina) Mirb."
 ]
}

 The dataset includes 16955 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017740-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11121394
title: Prompts generated from ChatGPT3.5, ChatGPT4, LLama3-8B, and Mistral-7B with NYT and HC3 topics in different roles and parameters configurations

description: Description

Prompts generated from ChatGPT3.5, ChatGPT4, Llama3-8B, and Mistral-7B with NYT and HC3 topics in different roles and parameter configurations. 

The dataset is useful to study lexical aspects of LLMs with different parameters/roles configurations.



The 0_Base_Topics.xlsx file lists the topics used for the dataset generation

The rest of the files collect the answers of ChatGPT to these topics with different configurations of parameters/context:



Temperature (parameter): Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.

Frequency penalty (parameter): Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim.

Top probability (parameter): An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass.

Presence penalty (parameter): Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics.

Roles (context)



Default: No role is assigned to the LLM, the default role is used.

Child: The LLM is requested to answer as a five-year-old child. 

Young adult male: The LLM is requested to answer as a young male adult.    

Young adult female: The LLM is requested to answer as a young female adult.    

Elderly adult male: The LLM is requested to answer as an elderly male adult.    

Elderly adult female: The LLM is requested to answer as an elderly female adult.

Affluent adult male: The LLM is requested to answer as an affluent male adult.    

Affluent adult female: The LLM is requested to answer as an affluent female adult. 

Lower-class adult male: The LLM is requested to answer as a lower-class male adult. 

Lower-class adult female: The LLM is requested to answer as a lower-class female adult.  

Erudite: The LLM is requested to answer as an erudite who uses a rich vocabulary.






Paper



Paper: Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study

Cite:


@article{10.1145/3696459,author = {Mart\'{\i}nez, Gonzalo and Hern\'{a}ndez, Jos\'{e} Alberto and Conde, Javier and Reviriego, Pedro and Merino-G\'{o}mez, Elena},title = {Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study},year = {2024},publisher = {Association for Computing Machinery},address = {New York, NY, USA},issn = {2157-6904},url = {https://doi.org/10.1145/3696459},doi = {10.1145/3696459},abstract = ,note = {Just Accepted},journal = {ACM Trans. Intell. Syst. Technol.},month = sep,keywords = {LLM, Lexical diversity, ChatGPT, Evaluation}}
DOI: 10.5281/zenodo.10646081
title: Prompts generated from ChatGPT3.5, ChatGPT4, LLama3-8B, and Mistral-7B with NYT and HC3 topics in different roles and parameters configurations

description: Description

Prompts generated from ChatGPT3.5, ChatGPT4, Llama3-8B, and Mistral-7B with NYT and HC3 topics in different roles and parameter configurations. 

The dataset is useful to study lexical aspects of LLMs with different parameters/roles configurations.



The 0_Base_Topics.xlsx file lists the topics used for the dataset generation

The rest of the files collect the answers of ChatGPT to these topics with different configurations of parameters/context:



Temperature (parameter): Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.

Frequency penalty (parameter): Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim.

Top probability (parameter): An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass.

Presence penalty (parameter): Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics.

Roles (context)



Default: No role is assigned to the LLM, the default role is used.

Child: The LLM is requested to answer as a five-year-old child. 

Young adult male: The LLM is requested to answer as a young male adult.    

Young adult female: The LLM is requested to answer as a young female adult.    

Elderly adult male: The LLM is requested to answer as an elderly male adult.    

Elderly adult female: The LLM is requested to answer as an elderly female adult.

Affluent adult male: The LLM is requested to answer as an affluent male adult.    

Affluent adult female: The LLM is requested to answer as an affluent female adult. 

Lower-class adult male: The LLM is requested to answer as a lower-class male adult. 

Lower-class adult female: The LLM is requested to answer as a lower-class female adult.  

Erudite: The LLM is requested to answer as an erudite who uses a rich vocabulary.






Paper



Paper: Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study

Cite:


@article{10.1145/3696459,author = {Mart\'{\i}nez, Gonzalo and Hern\'{a}ndez, Jos\'{e} Alberto and Conde, Javier and Reviriego, Pedro and Merino-G\'{o}mez, Elena},title = {Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study},year = {2024},publisher = {Association for Computing Machinery},address = {New York, NY, USA},issn = {2157-6904},url = {https://doi.org/10.1145/3696459},doi = {10.1145/3696459},abstract = ,note = {Just Accepted},journal = {ACM Trans. Intell. Syst. Technol.},month = sep,keywords = {LLM, Lexical diversity, ChatGPT, Evaluation}}
DOI: 10.15468/dl.crpjqu
title: Occurrence Download

description: A dataset containing 5546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylus moreletii (Duméril & Bibron, 1851)"
 ]
}

 The dataset includes 5546 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017742-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuh4hs
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Potamogeton ×spathuliformis (J.W.Robbins) Morong"
 ]
}

 The dataset includes 26 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017743-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub8mha
title: Occurrence Download

description: A dataset containing 27262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "TaxonKey is Agaricomycetes"
 ]
}

 The dataset includes 27262 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017744-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzcmse
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oecomys catherinae Thomas, 1909"
 ]
}

 The dataset includes 77 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017745-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7aev8e
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversity of Crustacea Decapoda from La Blanquilla Island- Venezuela"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017746-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxyk83
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Composition and abundance of decapod crustaceans in mixed seagrass meadows in the Paraguaná Peninsula, Venezuela"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017747-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcaxgn
title: Occurrence Download

description: A dataset containing 129777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Germany, Austria, Finland)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Agaricomycetes"
 ]
}

 The dataset includes 129777 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017741-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.885t7c
title: Occurrence Download

description: A dataset containing 94842 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Greater London Habitat Survey tree data"
 ]
}

 The dataset includes 94842 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017748-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vntgp
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oecomys paricola (Thomas, 1904)"
 ]
}

 The dataset includes 168 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017749-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.