Sumários

T03: Morphology and POS parsing

26 setembro 2022, 10:00 Nuno Mamede

The following concepts were revisited: morpheme, lemma, surface form, afixe (prefix, suffix, infix, circunfix). Portuguese and English examples. Derivation versus inflection POS. How to improve a POS tagger using transducers to accept produtive prefixes. Tagging: tagsets, baseline in POS tagging, rule-based POS tagging, HMM POS tagging, Transformation-based Tagging. 


L03: Transducers

26 setembro 2022, 08:30 Nuno Mamede

Support for project execution


L02: Language Modeling with N-Gramas

23 setembro 2022, 15:30 Rui Orlando Magalhães Ribeiro

Language Modelling with Ngrams. Assignment of N-grams: the probability of the next word using ngrams (bi and tri), probability of a sentence using bigrams, and La-Place Smoothing. 


L02: Language Modeling with N-Gramas

23 setembro 2022, 15:30 Gonçalo Raposo

Language Modelling with Ngrams. Assignment of N-grams: the probability of the next word using ngrams (bi and tri), probability of a sentence using bigrams.


Smoothing: Laplace or Add1, Backoff, and Good-turing.


L02: Language Modeling with N-Gramas

23 setembro 2022, 14:00 Gonçalo Raposo

Language Modelling with Ngrams. Assignment of N-grams: the probability of the next word using ngrams (bi and tri), probability of a sentence using bigrams.


Smoothing: Laplace or Add1, Backoff, and Good-turing.