/ecir2020

Code and evaluation details for ECIR 2020 paper "Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation"

Primary LanguagePythonMIT LicenseMIT

Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation

Source code and evaluation details for the ECIR 2020 paper Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation.

Overview

  • Semantic models based on claims and entities
    • Claim structures based on Universal Dependencies
    • Entities based on Noun Phrases
  • Evaluated on four data sets
  • Evaluation settings
    • Offline (citation re-prediction)
    • User study
      • code: code_user_study/
      • details: eval/user_study*

Cite as

@inproceedings{Saier2020ECIR,
  author        = {Tarek Saier and
                   Michael F{\"{a}}rber},
  title         = {{Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation}},
  booktitle     = {Proceedings of the 42nd European Conference on Information Retrieval},
  pages         = {220--233},
  year          = {2020},
  month         = apr,
  doi           = {10.1007/978-3-030-45439-5_15},
}