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4 results for “Code Summarization”
Replication Package of "Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?"
<p>This repository contains the datasets and the scripts to replicate our work "Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?".</p>
Transducer Tuning - Code Summarization Preprocessed
Open the record for dataset details and reuse information.
Replication Package of ''Improving the Sustainability of Neural Code Summarization Models: An Empirical Study"
<p>This repository contains the replication package of "Improving the Sustainability of Neural Code Summarization Models: An Empirical Study".</p>
Reproduction Package for the FSE 2024 Paper "EyeTrans: Merging Human and Machine Attention for Neural Code Summarization"
<p>This artifact accompanies our paper "EyeTrans: Merging Human and Machine Attention for Neural Code Summarization," which has been accepted for presentation at the ACM International Conference on the Foundations of Software Engineering (FSE) 2024.</p> <p>The artifact contains the dataset derived from a human study using eye-tracking for code comprehension, crucial for the development of the EyeTrans model. Additionally, it includes the source code related to the research questions addressed within our work.</p> <p>This includes the unprocessed data from the eye-tracking study, scripts for data processing, and the source code for the EyeTrans model, which merges human and machine attention within Transformer models. This resource is intended for researchers aiming to replicate our study, conduct further inquiry, or extend the techniques to new datasets in software engineering research.</p>
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.