Natural Language Processing (Almost) from Scratch
Collobert et al., 2011, Natural Language Processing (Almost) from Scratch (Journal of Machine Learning Research)
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4.6 Ranking and Language
- Why did Collobert et al. think a ranking criterion could capture syntax?It resembles Harris’s (1968) operator grammars, which grade the acceptability of sentences with one word class varied and find sentence forms with the same gradings, revealing structure through acceptability comparisons rather than explicit hierarchy.
- Collobert et al., 2011, Natural Language Processing (Almost) from Scratch (Journal of Machine Learning Research), §4.6, pp. 2515–2516
Source
- Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu and Pavel Kuksa. 2011. Natural Language Processing (Almost) from Scratch. In Journal of Machine Learning Research, pp. 2493–2537. https://www.jmlr.org/papers/v12/collobert11a.html