Temporal Event Sequences
Collection
A collection of real-world temporal event sequences from multiple domains.
•
6 items
•
Updated
•
1
dim_process
int64 18
18
| seq_idx
int64 0
1.8k
| seq_len
int64 40
182
| time_since_start
sequencelengths 40
182
| time_since_last_event
sequencelengths 40
182
| type_event
sequencelengths 40
182
| type_text
sequencelengths 40
182
|
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End of preview. Expand
in Dataset Viewer.
Amazon Review Dataset
This dataset contains Amazon reviews from January 1, 2018, to June 30, 2018. It includes 2,245 sequences with 127,054 events across 18 category types. The original data is available at Amazon Review Data with citation information provided on the page. The detailed data preprocessing steps used to create this dataset can be found in the TPP-LLM paper and TPP-LLM-Embedding paper.
If you find this dataset useful, we kindly invite you to cite the following papers:
@article{liu2024tppllmm,
title={TPP-LLM: Modeling Temporal Point Processes by Efficiently Fine-Tuning Large Language Models},
author={Liu, Zefang and Quan, Yinzhu},
journal={arXiv preprint arXiv:2410.02062},
year={2024}
}
@article{liu2024efficient,
title={Efficient Retrieval of Temporal Event Sequences from Textual Descriptions},
author={Liu, Zefang and Quan, Yinzhu},
journal={arXiv preprint arXiv:2410.14043},
year={2024}
}
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