Citation Extraction Task

A Citation Extraction Task is an Information Extraction Task that is restricted to the population of Citation Records from Citation Mentions.

• AKA: Citation Information Extraction Task.
• Context:
  • It can be performed by a Citation Extraction System (as a preprocessing step for a Scholarly Literature Search Service, such as Citeseer).
  • It can populate a Citation Database.
  • It can be:
    • a Single-Document Citation Extraction Task.
    • a Multi-Document Citation Extraction Task.
  • …
• Example(s):
  • CORA Citation Matching Benchmark Task.
  • …
• Counter-Example(s):
  • a Job Posting Extraction Task.
  • a Co-Author Analysis Task.
  • a Citation Network Analysis Task.
• See: Resume Extraction Task.

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References

2009

• (Wick et al., 2009) ⇒ Michael Wick, Aron Culotta, Khashayar Rohanimanesh, Andrew McCallum. (2009). “An Entity Based Model for Coreference Resolution.” In: Proceedings of the SIAM International Conference on Data Mining (SDM 2009).

2007

• (Poon & Domingos, 2007) ⇒ Hoifung Poon, Pedro Domingos. (2007). “Joint Inference in Information Extraction.” In: Proceedings of the Twenty-Second National Conference on Artificial Intelligence (AAAI 2007).

2004

• (Peng & McCallum, 2004) ⇒ Fuchun Peng, and Andrew McCallum. (2004). “Accurate Information Extraction from Research Papers using Conditional Random Fields.” In: Proceedings of HLT-NAACL Conference (HLT-NAACL 2004).

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