NLP plugins
Several NLP tasks are exposed as plugins, this allows to configure how to solve these tasks centrally
NEW in ovos-core version 0.0.8
Keyword Extraction
Extract keywords from utterances
| Plugin | Description |
|---|---|
| ovos-keyword-extractor-heuristic | |
| ovos-keyword-extractor-rake | nltk data dependent (stopwords) |
Tokenization
Split utterances into tokens
| Plugin | Description |
|---|---|
| ovos-tokenization-plugin-quebrafrases | heuristic based tokenizer |
Sentence Segmentation
Split utterances into sub-commands
| Plugin | Description |
|---|---|
| ovos-segmentation-plugin-quebrafrases | heuristic based sentence segmentation |
Coreference Resolution
Replace coreferences (pronouns) with their entities
| Plugin | Description |
|---|---|
| ovos-coref-solver-heuristic | heuristic based coref solver |
| ovos-classifiers-coref-solver | models trained with ovos-classifiers |
Postag
| Plugin | Description |
|---|---|
| ovos-postag-plugin-nltk | using nltk default postag |
| ovos-classifiers-postag-plugin | models trained with ovos-classifiers |