Linguistic Learning Record Attribute
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A Linguistic Learning Record Attribute is a learning record attribute that represents some aspect of a language.
- AKA: Linguistic Feature.
- Example(s):
- The presense/absence of some specific Word.
- The presense/absense of some specific Part of Speech Role.
- See: Syntactic Feature.
References
2009
- (Jin et al., 2009) ⇒ Wei Jin, Hung Hay Ho, Rohini K Srihari. (2009). “OpinionMiner: A Novel Machine Learning System for Web Opinion Mining and Extraction.” In: Proceedings of ACM SIGKDD Conference (KDD-2009). doi:10.1145/1557019.1557148.
- … we propose a new framework that naturally integrates multiple linguistic features (e.g., part-of-speech, phrases’ internal formation patterns, and surrounding contextual clues of words/phrases) into automatic learning.
2007
- (Melli et al., 2007) ⇒ Gabor Melli, Martin Ester, and Anoop Sarkar. (2007). “Recognition of Multi-sentence n-ary Subcellular Localization Mentions in Biomedical Abstracts.” In: Proceedings of the 2nd International Symposium on Languages in Biology and Medicine (LBM 2007).
- QUOTE: From the text graph state-of-the-art features such as named-entity features and syntactic features are produced for each argument pairing.