Dataset retrieval

SR Kunze, S Auer - 2013 ieee seventh international …, 2013 - ieeexplore.ieee.org
… for retrieving datasets according to user queries. We define dataset retrieval as a specialization
of information retrieval. … In this paper, we present an approach for retrieving datasets

A test collection for ad-hoc dataset retrieval

MP Kato, H Ohshima, YH Liu, HL Chen - … in Information Retrieval, 2021 - dl.acm.org
… This test collection consists of dataset collections derived from … relevance judgments for
datasets retrieved by 74 search … , and (3) large topic variability in the dataset retrieval task. …

Are there any differences in data set retrieval compared to well-known literature retrieval?

D Kern, B Mathiak - Research and Advanced Technology for Digital …, 2015 - Springer
… 46 participants we focussed on data set retrieval for a specific domain, the Social Sciences.
… our data set retrieval system, this is a task such as “Find one or more relevant data sets that …

Information retrieval for biomedical datasets: the 2016 bioCADDIE dataset retrieval challenge

K Roberts, AE Gururaj, X Chen, S Pournejati… - Database, 2017 - academic.oup.com
… IR solutions, evaluating dataset retrieval methods on a common benchmark is vital. In this
article, we provide an overview of the 2016 bioCADDIE Dataset Retrieval Challenge, including …

PatternNet: A benchmark dataset for performance evaluation of remote sensing image retrieval

W Zhou, S Newsam, C Li, Z Shao - ISPRS journal of photogrammetry and …, 2018 - Elsevier
… From a dataset perspective, classification methods can be developed and evaluated
using image retrieval datasets but not vice versa. Image retrieval images should not have …

LeCaRD: a legal case retrieval dataset for Chinese law system

Y Ma, Y Shao, Y Wu, Y Liu, R Zhang… - … in information retrieval, 2021 - dl.acm.org
… We believe this dataset can further facilitate the research on legal case retrieval. … Also,
compared with other legal case retrieval datasets that randomly sample queries, we propose a …

Inpars: Unsupervised dataset generation for information retrieval

L Bonifacio, H Abonizio, M Fadaee… - … in Information Retrieval, 2022 - dl.acm.org
… can benefit from one single dataset equally. Extensive research in var… datasets outperform
strong baselines such as BM25 as well as recently proposed self-supervised dense retrieval

A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge

T Cohen, K Roberts, AE Gururaj, X Chen… - Database, 2017 - academic.oup.com
… features of biomedical dataset retrieval as a task. The resulting benchmark set has been
made publicly available to advance research in the area of biomedical dataset retrieval. …

[PDF][PDF] Letor: Benchmark dataset for research on learning to rank for information retrieval

TY Liu, J Xu, T Qin, W Xiong, H Li - … learning to rank for information retrieval, 2007 - Citeseer
… Therefore, it would be very beneficial, if benchmark datasets for … dataset named LETOR.
We have extracted features from two widely-used data collections in information retrieval (the …

Characteristics of dataset retrieval sessions: experiences from a real-life digital library

Z Carevic, D Roy, P Mayr - Digital Libraries for Open Knowledge: 24th …, 2020 - Springer
dataset retrieval approach, it is necessary to first gain a better understanding of different
characteristics during dataset retrieval. … on comparing dataset retrieval with document retrieval