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alilevy committed Feb 18, 2024
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## News
<span id='news'/>

- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [02-17-2024] EasyTPP supports HuggingFace dataset API: all datasets have been published in [HuggingFace Repo](https://huggingface.co/easytpp) and see [tutorial notebook](https://github.com/ant-research/EasyTemporalPointProcess/blob/main/notebooks/easytpp_1_dataset.ipynb) for an example of usage.
- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [09-30-2023] We published two textual event sequence datasets [GDELT](https://drive.google.com/drive/folders/1Ms-ATMMFf6v4eesfJndyuPLGtX58fCnk) and [Amazon-text-review](https://drive.google.com/drive/folders/1-SLYyrl7ucEG7NpSIF0eSoG9zcbZagZw) that are used in our paper [LAMP](https://arxiv.org/abs/2305.16646), where LLM can be applied for event prediction! See [Documentation](https://ant-research.github.io/EasyTemporalPointProcess/user_guide/dataset.html#preprocessed-datasets) for more details.
- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [09-30-2023] Two of our papers [Language Model Can Improve Event Prediction by Few-Shot Abductive Reasoning](https://arxiv.org/abs/2305.16646) (LAMP) and [Prompt-augmented Temporal Point Process for Streaming Event Sequence](https://arxiv.org/abs/2310.04993) (PromptTPP) are accepted by NeurIPS'2023!
- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [09-02-2023] We published two non-anthropogenic datasets [earthquake](https://drive.google.com/drive/folders/1ubeIz_CCNjHyuu6-XXD0T-gdOLm12rf4) and [volcano eruption](https://drive.google.com/drive/folders/1KSWbNi8LUwC-dxz1T5sOnd9zwAot95Tp?usp=drive_link)! See <a href='#dataset'>Dataset</a> for details.
<details>
<summary>Click to see previous news</summary>
<p>
- [09-02-2023] We published two non-anthropogenic datasets [earthquake](https://drive.google.com/drive/folders/1ubeIz_CCNjHyuu6-XXD0T-gdOLm12rf4) and [volcano eruption](https://drive.google.com/drive/folders/1KSWbNi8LUwC-dxz1T5sOnd9zwAot95Tp?usp=drive_link)! See <a href='#dataset'>Dataset</a> for details.
- [05-29-2023] We released ``EasyTPP`` v0.0.1!
- [12-27-2022] Our paper [Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes](https://arxiv.org/abs/2201.12569) was accepted by AAAI'2023!
- [10-01-2022] Our paper [HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences](https://arxiv.org/abs/2210.01753) was accepted by NeurIPS'2022!
- [05-01-2022] We started to develop `EasyTPP`.
- [05-01-2022] We started to develop `EasyTPP`.</p>
</details>


## Features <a href='#top'>[Back to Top]</a>
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