Create README.md
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README.md
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---
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annotations_creators:
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- expert-generated
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- machine-generated
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language_creators:
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- expert-generated
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- found
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languages:
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- en
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license: cc-by-4.0
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multilinguality:
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- monolingual
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size_categories:
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- 1K<n<10K
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source_datasets:
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- original
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task_categories:
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- text-generation
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- text-classification
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task_ids:
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- future-work-generation
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- scientific-section-classification
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pretty_name: ACL Future Work Dataset (2023–2024)
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tags:
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- scientific-articles
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- future-work
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- NLP
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- ACL
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- NeurIPS
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- LLM-evaluation
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language:
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- en
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---
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# 🧠 ACL Future Work Dataset (2023–2024)
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This dataset consists of structured scientific paper data from ACL 2023 and ACL 2024 proceedings. Each paper is parsed into sections (e.g., Introduction, Related Work, Conclusion), and a **"Future Work"** section is automatically or manually extracted from the parsed text by searching for relevant future-oriented sentences in reverse section order.
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## 📁 Dataset Structure
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Each JSON file (`acl23_future_cleaned_final.json` and `acl24_future_cleaned_final.json`) has the following format:
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```json
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{
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"ACL23_1.pdf": {
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"abstractText": "Abstract of the paper...",
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"sections": [
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{
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"heading": "1 Introduction",
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"text": "..."
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},
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...
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{
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"heading": "Future Work",
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"text": "We plan to extend this method by..."
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}
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],
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"title": "Paper Title",
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"year": 2023
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},
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...
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}
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## 📜 License
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This dataset is licensed under the [Creative Commons Attribution 4.0 International License (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/).
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You are free to use, share, and adapt the dataset as long as you give appropriate credit.
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