cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fwjmzd
title: Occurrence Download

description: A dataset containing 1908 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"COUNTRY","value":"ZA","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"PRESERVED SPECIMEN","matchCase":false},{"type":"equals","key":"TAXON_KEY","value":"3233799","matchCase":false}]}

 The dataset includes 1908 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000108-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2szut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Primulina moi F.Wen & Y.G.Wei)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000111-241125135418005/datasets/export for details.
DOI: 10.15468/dl.bqyz52
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus (Linnaeus, 1758)",
 "Country is New Caledonia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000110-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/rcz0dhps
title: Wikilinks dataset

description: The Wikilinks dataset consists of web pages containing links to Wikipedia articles, used to derive entity prior probabilities, name probabilities, and context models for entity linking.
DOI: 10.57702/cnajo6g2
title: MultiWOZ 3.0

description: MultiWOZ 3.0 is a reannotation of the MultiWOZ 2.1 dataset designed to capture the semantics of task-oriented dialogues with a precise formal representation.
DOI: 10.57702/76uct9pj
title: MultiWOZ 2.1

description: The original MultiWOZ 2.1 dataset is a crowdsourced multi-domain dataset for task-oriented dialogue.
DOI: 10.57702/hw2huv68
title: e-CARE

description: e-CARE is an explainable CAusal REasoning dataset containing over 20K causal reasoning questions along with conceptual explanations for each causal question. It supports tasks related to causal reasoning and explanation generation.
DOI: 10.57702/r43l412h
title: CausalNet

description: CausalNet is a dataset used for extracting causal knowledge from large-scale text corpora, focusing on causal relationships derived from heuristic rules.
DOI: 10.57702/pkxldk7z
title: Syllabi for the University of Tokyo

description: The dataset comprises syllabi used for the issue-oriented syllabus retrieval system developed to aid in the classification and retrieval of educational courses at the University of Tokyo.
DOI: 10.57702/29gypghx
title: Synthetic Gaussian Hidden Markov Model Data

description: Synthetic data were generated over a sequence length of 3000 with a varying number of hidden states, using Gaussian distributions with specified means and a variance.
DOI: 10.57702/7dtznaar
title: S&P 500 Index Data

description: Financial time-series data consisting of values of the Standard & Poor’s 500 index collected over consecutive trading days.
DOI: 10.57702/jld5ddcc
title: CommonCrawl 2012

description: The Raw Web dataset consists of sentences extracted 'as is' from the Internet, used to assess the robustness and performance of the EXTRHECH system on noisy texts.
DOI: 10.57702/2ss9pa16
title: Simultaneous intracellular and extracellular neural recordings

description: The dataset consists of simultaneous intracellular and extracellular recordings of cells in the hippocampus of anesthetized rats, used to evaluate performance of spike sorting algorithms.
DOI: 10.57702/h6i6fu7h
title: JRC-Acquis Parallel Corpus

description: The JRC-Acquis parallel corpus consists of parallel articles from the European Union legal texts, used to evaluate tasks like entity tracking and article matching across multiple languages.
DOI: 10.57702/eweow7ww
title: Dyck language dataset D

description: The dataset consists of strings generated by context-free rules to test the generalization capability of self-attention models in predicting closing parentheses from corresponding opening parentheses at various distances and nesting depths.
DOI: 10.57702/1m8i1t1z
title: CAIDA Internet Traces 2016 Chicago

description: The traffic data is collected at a backbone link of a Tier1 ISP, aiming to estimate the number of packets for each network flow identified by IP addresses and application ports.
DOI: 10.57702/x0gw24f2
title: Synthetic 4-node System Dataset

description: Synthetic dataset representing a 4-node system with governing equations defined as y1 = x1^2 + cos(x2), y2 = x3, y3 = x2^2 + x1^2, y4 = x3 - cos(x4).
DOI: 10.57702/4hvtha5i
title: IEEE Power Systems and PJM Load Data

description: Datasets from IEEE power systems including grid nodes and attributes, with real-world power consumption data from PJM.
DOI: 10.57702/9x100lyv
title: Mass-Damper System Dataset

description: Governing law representation of a mass-damper system simulated using MATLAB for 10 nodes.
DOI: 10.57702/dga2yiwx
title: UF Sparse Matrix Dataset

description: Utilized sparse matrices from UF sparse matrix collection for 274-node systems testing.
DOI: 10.57702/wcdldn4s
title: Turkish PropBank

description: The dataset is created by automatic generation of a Turkish PropBank using parallel data from the translated sentences of the English PropBank, facilitating semantic role labeling tasks in Turkish.
DOI: 10.57702/c5djdkmy
title: WebAP dataset

description: The WebAP dataset contains 6,399 documents of diverse nature with a total of 1,959,777 sentences, used for cluster labeling experiments in this research.
DOI: 10.57702/yqj0p20z
title: CLIR Test Collection Data

description: The dataset consists of Somali, Swahili, and Tagalog speech and text documents that are utilized for cross-lingual information retrieval tasks, responding to English queries.
DOI: 10.57702/kbzy3pkt
title: ShARe/CLEF challenge datasets

description: The training set consists of 199 clinical notes which included discharge summaries, radiology reports, and ECG/ECHO reports. The development set included 99 notes with similar types. Disorder entities were annotated and mapped to Concepts Unique Identifiers (CUIs) defined in the Unified Medical Language System (UMLS). The test set contains 133 discharge summaries.
DOI: 10.6084/m9.figshare.27861636
title: Lineage tracing of Ly49-expressing CD8 T-cells in the thymus

description: Multiple lines of evidence point to a thymic origin for Ly49+ CD8 T cells, however their development pathway remains elusive. We analyzed Ly49 receptors expression by thymocytes, after excluding unconventional T cells such as NKT, MAIT or gd T cells, by flow cytometry. Ly49+ thymocytes were then selected according to their expression of Ly49A, Ly49F or Ly49G2 receptors. Surface proteins and transcription factors expression was used to determine Ly49+ lineage differentiation in the thymus, using Slingshot.
DOI: 10.6084/m9.figshare.27861636.v1
title: Lineage tracing of Ly49-expressing CD8 T-cells in the thymus

description: Multiple lines of evidence point to a thymic origin for Ly49+ CD8 T cells, however their development pathway remains elusive. We analyzed Ly49 receptors expression by thymocytes, after excluding unconventional T cells such as NKT, MAIT or gd T cells, by flow cytometry. Ly49+ thymocytes were then selected according to their expression of Ly49A, Ly49F or Ly49G2 receptors. Surface proteins and transcription factors expression was used to determine Ly49+ lineage differentiation in the thymus, using Slingshot.
DOI: 10.57702/66uu3flp
title: Finite-state Intensional Semantics Model

description: The dataset represents a model of finite state intensional semantics, capturing knowledge states and discourse representations in the context of a robot navigating through a string of characters.
DOI: 10.57702/accidtib
title: Sinusoidal Regression

description: The sinusoidal regression task models the function y(x) = Asin(ωx + b) + ε, where parameters A, b, and ω are uniformly sampled. It is a standard regression task used for evaluating few-shot learning methods.
DOI: 10.57702/p6fwkjjz
title: 1D Heat Equation

description: The 1D heat equation task models the temperature of a one-dimensional rod subjected to a point heat source. The model predicts temperature distribution based on the heat equation.
DOI: 10.57702/xt3tun2m
title: Federated Extended MNIST (FEMNIST)

description: FEMNIST is a federated version of the EMNIST dataset designed for character classification, where each device corresponds to a writer of the digits/characters.
DOI: 10.57702/u5hix8sn
title: Sentiment140

description: Sentiment140 dataset comprises tweets used for sentiment analysis, where each account corresponds to a device performing binary classification.
DOI: 10.57702/h6tigbdb
title: Fashion MNIST (FMNIST)

description: The FMNIST dataset is a fashion product classification dataset that is structured similarly to MNIST.
DOI: 10.57702/0aafjqqs
title: Flickr-Faces-HQ Dataset

description: The Flickr-Faces-HQ (FFHQ) dataset contains high-quality images of human faces, used for training and evaluating generative models.
DOI: 10.57702/3nx457v2
title: SIXray dataset

description: The SIXray dataset is a large-scale security inspection X-ray benchmark designed for prohibited item discovery in overlapping images, mirroring real-world security system setups.
DOI: 10.57702/7hvguoib
title: Yosemite Summer to Winter dataset

description: Yosemite Summer to Winter dataset contains images of Yosemite National Park in different seasons, used for image-to-image translation tasks.
DOI: 10.15468/dl.frdadw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Primulina mollifolia (D.Fang & W.T.Wang) J.M.Li & Yin Z.Wang)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000112-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/osdryb4w
title: Alps Seasonal Transfer dataset

description: Alps Seasonal Transfer dataset consists of images depicting various seasonal conditions in the Alpine region, utilized for multi-domain image-to-image translation.
DOI: 10.57702/jm8oqwc0
title: Image Weather Conditions dataset

description: Image Weather Condition dataset includes images manipulated to reflect different weather conditions such as sunny, rainy, foggy, etc.
DOI: 10.57702/91qo88th
title: AFHQ dataset

description: AFHQ dataset contains high-quality images of animals, utilized for image-to-image translation tasks with varied styles and conditions.
DOI: 10.57702/ws7raple
title: WikiArts dataset

description: WikiArts dataset contains a large collection of artworks for style transfer and image-to-image translation tasks across different art styles.
DOI: 10.57702/k1cjor0y
title: Basque Verse Transcriptions

description: The dataset consists of 3,500 Basque verse transcriptions used for studying and developing tools for verse composition and analysis.
DOI: 10.57702/1ly5vkq4
title: Metu-Sabancı Dependency Treebank

description: The Metu-Sabancı treebank provides annotated data for Turkish, aiding in the development of parsing systems.
DOI: 10.15468/dl.6xfedf
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is Peru",
 "Geometry POLYGON((-72.47879 -15.82522,-72.30546 -16.80331,-70.79498 -17.69474,-70.34927 -18.25188,-69.82927 -18.09093,-69.87879 -17.65759,-69.66832 -17.57093,-69.45784 -17.5214,-69.59403 -17.31093,-69.4826 -17.10045,-69.21022 -16.85283,-70.08927 -16.38236,-70.42356 -16.07283,-72.47879 -15.82522))",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhinella spinulosa (Wiegmann, 1834)"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000113-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/m4m2joka
title: CoNLL-X Shared Task Treebanks

description: The CoNLL-X shared task treebank provides multilingual dependency treebanks for evaluating parsing techniques.
DOI: 10.57702/fe1eibpm
title: DIRNDL Corpus

description: The DIRNDL corpus serves as a resource for coreference and bridging resolution, providing data for analyzing tonal realizations in speech.
DOI: 10.57702/trpv08j4
title: Sines

description: Simulated multivariate sinusoidal sequences of different frequencies and phases, providing continuous-valued, periodic, multivariate data.
DOI: 10.57702/6p0snc0j
title: Events

description: A private lung cancer pathways dataset consisting of sequences of events and their times, characterized by discrete values and irregular time stamps.
DOI: 10.57702/z1ndosmh
title: IWSLT18

description: A speech translation corpus for English-German using a combination of segment extraction and alignment based on time information.
DOI: 10.57702/hrchm7w8
title: Penn Korean Universal Dependency Treebank (PKT-UD)

description: The Penn Korean Universal Dependency Treebank (PKT-UD) is used for building robust parsing models in Korean through manual revision.
DOI: 10.15468/dl.ew2a6t
title: Occurrence Download

description: A dataset containing 6037 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coptodon zillii (Gervais, 1848)"
 ]
}

 The dataset includes 6037 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000115-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/sa02129n
title: NLI 2017 Shared Task Dataset

description: The NLI 2017 shared task dataset consists of essays from 11 native languages (L1s), with test data drawn from a similar distribution as the original TOEFL11 corpus, including transcripts of speech and i-vector acoustic features.
DOI: 10.15468/dl.6285tz
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is Coleção de Aves do Museu Nacional / UFRJ",
 "TaxonKey is Megaxenops parnaguae Reiser, 1905"
 ]
}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000116-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/nv4qlt7m
title: Core dataset of verb-noun pairs from Bulgarian WordNet

description: The core training dataset comprises 6,641 morphosemantically related verb–noun literal pairs from the Bulgarian WordNet (BulNet) used for automatic identification and classification of morphosemantic relations.
DOI: 10.57702/w1apns55
title: Negative examples dataset from Bulgarian WordNet

description: The negative examples dataset consists of 170,000 instances extracted from BulNet, containing verb-noun literal pairs not linked by an MSR, used for training a classifier to identify false cases.
DOI: 10.15468/dl.p8cbfu
title: Occurrence Download

description: A dataset containing 14713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is CM Birds Collection",
 "HasCoordinate is false"
 ]
}

 The dataset includes 14713 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000114-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/rwvm1yo5
title: English → French dataset

description: The English → French dataset contains bilingual and monolingual data used for training machine translation models, focusing on terminology consistency.
DOI: 10.57702/cyh4hi3j
title: English → Russian dataset

description: The English → Russian dataset includes bilingual and monolingual data aimed at enhancing machine translation through terminology integration.
DOI: 10.57702/2ac9ujgl
title: English → Chinese dataset

description: The English → Chinese dataset comprises bilingual and monolingual sources used to train models for machine translation with terminology accuracy.
DOI: 10.57702/k2m3evg0
title: ViQuAE

description: ViQuAE is a novel dataset consisting of 3,700 visual questions paired with images, annotated using a semi-automatic method. It covers a wide range of entity types and is associated with a knowledge base of 1.5 million Wikipedia articles.
DOI: 10.57702/0cfmzb68
title: Sampling via Controlled Stochastic Dynamical Systems

description: The dataset consists of samples from controlled stochastic differential equations designed to approximate target distributions with Gaussian tails, including a 1-D Gaussian mixture model and a 2-D distribution defined by a modified potential function.
DOI: 10.57702/3uhnyxy3
title: Poetic and Dramatic Corpus from 17th to 20th Century France

description: The dataset consists of 8900 poems and 75 plays from 56 authors, totaling 540,000 verses that have been analyzed for metric, rhyme, and stanzaic arrangements.
DOI: 10.57702/teatd18u
title: LAKNLI

description: LAKNLI dataset serves as a foundational dataset for building AnaLog, investigated within the context of natural language inference.
DOI: 10.15468/dl.r568ey
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Primulina multifida B.Pan & K.F.Chung)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000117-241125135418005/datasets/export for details.
DOI: 10.57702/eifilucm
title: Crowdsourced Hyperpartisan News Articles

description: A set of 645 training articles classified individually by humans using a crowd sourcing approach, aimed for more accurate labeling compared to the larger datasets.
DOI: 10.57702/kwbtxgdi
title: ImpPress Dataset

description: The ImpPress dataset consists of semi-automatically generated sentence pairs illustrating commonsense pragmatic inference types.
DOI: 10.57702/oyzzxhjc
title: Natural Language Inference Dataset for Code-mixed Conversations

description: A new dataset for natural language inference from code-mixed conversations.
DOI: 10.57702/pq08h948
title: Algerian Texts Dataset for Multi-task Learning

description: Dataset evaluating multi-task learning for code-switched Algerian texts.
DOI: 10.57702/uggyrbpa
title: Indonesian-English Word Embeddings Evaluation Dataset

description: A dataset for evaluating word embeddings for Indonesian–English code-mixed text based on synthetic data.
DOI: 10.5281/zenodo.14217149
title: OpenFE v0.11 benchmarks

description: These are the results from four systems from the protein-ligand benchmark set, HIF2a, PTP1B, P38, SHP2 (https://github.com/openforcefield/protein-ligand-benchmark, commit a0b67b9). 

Simulation details:



OpenFE version 0.11

Kartograf mapper

MST networks

Antechamber AM1BCC partial charges

Small molecule forcefield: OpenFF 2.0

1 ns equilibration / 5 ns production run

11 lambda windows
DOI: 10.5281/zenodo.14217150
title: OpenFE v0.11 benchmarks

description: These are the results from four systems from the protein-ligand benchmark set, HIF2a, PTP1B, P38, SHP2 (https://github.com/openforcefield/protein-ligand-benchmark, commit a0b67b9). 

Simulation details:



OpenFE version 0.11

Kartograf mapper

MST networks

Antechamber AM1BCC partial charges

Small molecule forcefield: OpenFF 2.0

1 ns equilibration / 5 ns production run

11 lambda windows
DOI: 10.57702/0ga52acp
title: English-IsiZulu Code-Switched Speech Recognition Dataset

description: Dataset for semi-supervised acoustic and language model training for English-isiZulu code-switched speech recognition.
DOI: 10.57702/81s2civy
title: Code-Mixed Parse Trees Dataset

description: Dataset on code-mixed parse trees and methodologies to find them.
DOI: 10.57702/3aw51itx
title: To-Korean Transliteration Dataset

description: Dataset for efficient code-mixed grapheme-to-phoneme conversion focused on Korean transliteration.
DOI: 10.57702/scww12gi
title: Java Code Comment Generation Dataset

description: A large corpus of overriding-overridden method-comment tuples with their associated class hierarchy information, mined from open-source Java projects.
DOI: 10.15468/dl.zetpvc
title: Occurrence Download

description: A dataset containing 342905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Latvia)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2020",
 "HasCoordinate is true"
 ]
}

 The dataset includes 342905 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000091-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/n3pj3jth
title: ATIS-ZH

description: The ATIS-ZH dataset is the Chinese version of ATIS, containing queries similar to the ATIS dataset.
DOI: 10.57702/81tl7xc0
title: Quad

description: The Quad dataset comprises images with ground truth camera locations, utilized for evaluating the performance of structure-from-motion algorithms.
DOI: 10.57702/6518ncdn
title: Dubrovnik

description: The Dubrovnik dataset is used for testing robustness in triangulation and structure from motion processes with a large number of images.
DOI: 10.57702/fvla97jb
title: NYU Depth Dataset V2

description: NYU Depth Dataset V2 comprises RGB images paired with depth data for indoor scene understanding, re-organized into categories suitable for scene classification tasks.
DOI: 10.57702/rpopjhl7
title: ESP Game dataset

description: ESP Game dataset is created through a game where players agree on a word label for an image within a time limit, producing a collection of labeled images.
DOI: 10.57702/b70jd1f3
title: Bing Images

description: Bing Images is an alternative image search engine similar to Google, providing access to a collection of labeled images.
DOI: 10.57702/0em5q2px
title: PubMed Full-Text Dataset

description: Full-text PubMed data used in several BioNLP and SemEval shared tasks, including multiple layers of annotation.
DOI: 10.57702/c2pt0hfo
title: PubAnnotation Annotations

description: Annotations linked to biomedical publications, aligned with canonical texts in PubMed or PubMed Central.