{"url":"/dataset/intent-based-user-instruction-for-electric","name":"Intent-based user instruction for electric automation","full_name":null,"description_markdown":"For the purpose of training and evaluating our intent classification model for electric automation, we curated a dataset consisting of intent-based user instructions. The dataset comprises a total of 14 intents, each associated with approximately 10 user instructions, resulting in a total of 140 instructions for electric automation. The intents were carefully selected to cover a diverse range of control commands and actions commonly encountered in electric automation scenarios. These intents include commands for turning on/off electrical appliances. Each user instruction in the dataset is labeled with its corresponding intent, allowing the model to learn the mapping between input instructions and their intended actions.","description_withheld":null,"homepage":"https://github.com/lbasyal/Intent_classification","introduced_date":"2024-03-02","introduced_date_note":null,"introduced_by":{"paper":"/paper/augmenting-automation-intent-based-user","title":"Augmenting Automation: Intent-Based User Instruction Classification with Machine Learning","first_author":"Lochan Basyal","url":null},"license":{"name":"MIT","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"intent-classification","url":"/task/intent-classification-1","datasets_with_task":"/datasets/task/intent-classification-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Intent-based user instruction for electric automation"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}