Please cite us if you find our paper and the data helpful: 

Title: Citation Worthiness of Sentences in Scientific Reports
Authors: Hamed Bonab, Hamed Zamani, Erik Learned-Miller, James Allan
Contact email: bonab@cs.umass.edu
The paper is published in SIGIR 2018. 

===== Bibtex =======================
@inproceedings{bonab:citationsigir2018,
 author = {Bonab, Hamed and Zamani, Hamed and Learned-Miller, Erik and Allan, James},
 title = {Citation worthiness of sentences in scientific reports},
 booktitle = {Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval},
 series = {SIGIR '18},
 year = {2018},
 isbn = {978-1-4503-5657-2},
 url = {https://doi.org/10.1145/3209978.3210162},
 doi = {10.1145/3209978.3210162},
 publisher = {ACM}
}
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This data is prepared based on SEPID corpus (http://pars.ie/lr/sepid-corpus). All the sentence IDs are consistent with the SEPID corpus, in case you need to do other interesting research with this data.