task_categories:
- text-generation
language:
- en
size_categories:
- 1K<n<10K
PwC4KPG dataset
Due to the strict copyright restriction, the dataset is only available for non-commercial research use ONLY.
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.
PwC4KPG dataset
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. 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. Note that PwC does not contain the research fields as we define them, so we used the “main_collection” of methods as an alternative.
Train: 5,012 / Dev: 500 / Test: 500
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.
Paper: JASIST 2023, Generating keyphrases for readers: A controllable keyphrase generation framework.
@inproceedings{Jiang2023PwC4KPG,
title={ Generating keyphrases for readers: A controllable keyphrase generation framework},
author={Jiang, Yi and Meng, Rui and Huang, Yong and Lu, Wei and Liu, Jiawei},
booktitle={Journal of the Association for Information Science and Technology},
year={2023},
volume={74},
issue={7},
pages={759--774},
}