Namit Chaturvedi

Phrases.analyse_sentence() performs a greedy search for phrases

1

#### Problem description When computing phrases, it is desirable that `Phrases.analyze_sentence()` implement a certain look-ahead and return phrases with higher scores. Let's say we have bigrams `('a_b', 0.25)` and `('b_c',...

LabelModel with LFs dependencies

6

This pertains to Issue #1462 and #1513. As of v0.9.5, [LabelModel training assumes](https://snorkel.readthedocs.io/en/v0.9.5/packages/_autosummary/labeling/snorkel.labeling.model.label_model.LabelModel.html) that LFs are conditionally independent given `Y`. Are there any plans to update the loss function to...

Stacking Phrases objects helps detect trigrams but stacking Phraser objects doesn't

1

#### Problem description I am trying to create a trigram model using the general approach: - Train a bigram model `bigrams = Phrases(text_corpus)` - Then train a trigram model `trigrams...

Stopwords being ignored

5

I am passing the set of English stopwords which I create from `yake/StopwordsList/stopwords_en.txt`. ```python text = "YAKE! is a light-weight unsupervised automatic keyword extraction method which rests on text statistical...