QTL (Quantitative Trait Locus)
Introduced by Li et al. in Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach
We present QTL, a real-life DS-NER application in the animal science domain. The entity type to recognize is “trait”, an important task in the construction of genotype-phenotype databases for advancing livestock genomics research and breeding methodologies. Different from previous DS-NER datasets, where entities consist of many proper nouns, trait entities consist of descriptive expressions. For example, in the sentence “There are several reports on candidate gene analysis of subcutaneous fat depth traits using similar Wagyu × Limousin F2populations”, “subcutaneous fat depth traits” is a trait entity that needs to be identified.
Papers
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