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The Flan Collection: Designing Data and Methods for Effective Instruction Tuning [PDF]
International Conference on Machine Learning, 2023 We study the design decisions of publicly available instruction tuning methods, and break down the development of Flan 2022 (Chung et al., 2022). Through careful ablation studies on the Flan Collection of tasks and methods, we tease apart the effect of ...
S. Longpre +10 more
semanticscholar +1 more source
Comparative Analysis and Data Provenance for 1,113 Bacterial Genome Assemblies
mSphere, 2022 The availability of public genomics data has become essential for modern life sciences research, yet the quality, traceability, and curation of these data have significant impacts on a broad range of microbial genomics research.
David A. Yarmosh +14 more
doaj +1 more source
COVID-19 Image Data Collection: Prospective Predictions Are the Future [PDF]
The Journal of Machine Learning for Biomedical Imaging, 2020 Across the world’s coronavirus disease 2019 (COVID-19) hot spots, the need to streamline patient diagnosis and management has become more pressing than ever. As one of the main imaging tools, chest X-rays (CXRs) are common, fast, non-invasive, relatively
Joseph Paul Cohen +5 more
semanticscholar +1 more source
UAV-Assisted Data Collection for Internet of Things: A Survey [PDF]
IEEE Internet of Things Journal, 2022 Thanks to the advantages of flexible deployment and high mobility, unmanned aerial vehicles (UAVs) have been widely applied in the areas of disaster management, agricultural plant protection, environment monitoring, and so on. With the development of UAV
Zhiqing Wei +7 more
semanticscholar +1 more source
New species and records of Pseudochironomini Sæther, 1977 (Diptera, Chironomidae) from the Dominican Republic [PDF]
Biodiversity Data Journal, 2023 Pseudochironomini is a relatively small and poorly-studied tribe of subfamily Chironominae (Diptera, Chironomidae).Pseudochironomus ruthae Andersen & Baranov sp. nov.
Trond Andersen +5 more
doaj +3 more sources
Microorganisms, 2022 Lactiplantibacillus plantarum TWK10 (TWK10), isolated from Taiwanese pickled cabbage, has been demonstrated to exert beneficial probiotic effects in both mice and humans.
Han-Yin Hsu +5 more
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Checklist of the sawflies (Hymenoptera) of Canada, Alaska and Greenland [PDF]
Journal of Hymenoptera Research, 2021 A distributional checklist of the sawflies (Hymenoptera) of Canada, Alaska (USA) and Greenland (Denmark) is presented. In total, 758 extant, described species, classified in 113 genera in 12 families are recorded.
Henri Goulet, Andrew M. R. Bennett
doaj +3 more sources
Psychological Response Data on the Traumatic Nature of 600 Written Events
Journal of Open Psychology Data, 2021 We present a dataset containing participants’ ratings ('n' = 250) of 600 written descriptions of events ranging from benign (‘witnessed a leaf falling from a tree’) to potentially distressing and/or injurious (‘was stabbed by a close friend ...
Payton J. Jones +3 more
doaj +1 more source
Avian Research, 2021 Background Bird nests are an important part of avian ecology. They are a powerful tool for studying not only the birds that built them, but a wide array of topics ranging from parasitology, urbanisation and climate change to evolution. Despite this, bird
Tonya M. Haff +5 more
doaj +1 more source