Descriptive Product Title Information Extraction Task

A Descriptive Product Title Information Extraction Task is a product term IE task whose input is a descriptive product title/long product name/product record.

• AKA: Product Description Title IE.
• Context:
  • It can be solved by a Descriptive Product Title Information Extraction System (that implements a Descriptive Product Title Information Extraction Algorithm).
• Example(s):
  • [math]\displaystyle{ f( }[/math]{product brand, product code, product category, product feature, product line, blacklisted term} =>
    "Canon Rebel T5i Digital SLR Camera and 18-55mm EF-S IS STM Lens Kit"
    "1990-1997 Mazda Miata AxleBack Exhaust Bolt on Muffler "
    "Derek Alexander Hand Crafted Rusty Red French Wallet Clutch",
    "Baby City Select Ruby Jogger Single Seat Stroller")
    ⇒ { brand : {Canon, Mazda, …
• Counter-Example(s):
  • a Long Product Name Parsing Task.
  • a Clicklog-based Product Data Information Extraction Task.
  • a Product Record Record Linkage Task.
• See: Product Term Dictionary, Descriptive Product Title.

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References

2011

• (Putthividhya & Hu, 2011) ⇒ Duangmanee (Pew) Putthividhya, and Junling Hu. (2011). “Bootstrapped Named Entity Recognition for Product Attribute Extraction.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2011).

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