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--- |
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task_categories: |
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- text-generation |
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language: |
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- en |
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size_categories: |
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- 1K<n<10K |
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--- |
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## PwC4KPG dataset |
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Due to the strict copyright restriction, the dataset is only available for non-commercial research use ONLY. |
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Currently it requires manual approval for access. Please send an email to [email protected], stating (1) Huggingface account name; (2) institute/company name; (3) the purpose of using this dataset. |
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## PwC4KPG dataset |
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we extract the **fields, tasks, methods, datasets, metrics, titles and abstracts** from the raw corpus of PwC, provided that the paper has a full title and abstract. |
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A total of 6,012 papers were extracted, of which 2,119 included all five categories of “keyphrases”, and the remaining 3,839 contained only some of them. |
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Note that PwC does not contain the research fields as we define them, so we used the “main_collection” of methods as an alternative. |
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**Train: 5,012 / Dev: 500 / Test: 500** |
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We randomly select 1,000 papers with full information,half of which are used for testing and the other half for validation. The remaining 5,012 served as the training set. |
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**Paper: JASIST 2023, Generating keyphrases for readers: A controllable keyphrase generation framework.** |
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``` |
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@inproceedings{Jiang2023PwC4KPG, |
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title={ Generating keyphrases for readers: A controllable keyphrase generation framework}, |
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author={Jiang, Yi and Meng, Rui and Huang, Yong and Lu, Wei and Liu, Jiawei}, |
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booktitle={Journal of the Association for Information Science and Technology}, |
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year={2023}, |
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volume={74}, |
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issue={7}, |
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pages={759--774}, |
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} |
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``` |
