Leveraging MRC Framework for Research Contribution Patterns Identification in Citation Sentences

Author:

Zhao YangORCID,Zhang ZhixiongORCID,Xiao YueORCID

Publisher

Springer Nature Singapore

Reference22 articles.

1. Chen, H., Nguyen, H., Alghamdi, A.: Constructing a high-quality dataset for automated creation of summaries of fundamental contributions of research articles. Scientometrics (2022). https://doi.org/10.1007/s11192-022-04380-z

2. Zhao, Y., Zhang, Z., Wang, Y., Lin, X.: Identifying research contributions based on semantic analysis of citation sentences: a case study of the 2021 Physiology or Medicine Nobel Prize laureates. In: Proceedings of the 19th International Conference on Scientometrics and Informetrics (2023)

3. Levy, O., Seo, M., Choi, E., Zettlemoyer, L.: Zero-shot relation extraction via reading comprehension. http://arxiv.org/abs/1706.04115 (2017)

4. McCann, B., Keskar, N.S., Xiong, C., Socher, R.: The natural language decathlon: multitask learning as question answering. http://arxiv.org/abs/1806.08730 (2018)

5. Li, X., et al.: Entity-relation extraction as multi-turn question answering. In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics (2019)

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