0.19.2

Fixed

• Fix an issue regarding the way builtin entities were handled by the CRFSlotFiller

0.19.1

Fixed

• Bug causing an unnecessary reloading of shared resources

0.19.0

Added

• Support for Python3.7
• get_intents(text) API in SnipsNLUEngine to get the probabilities of all the intents
• get_slots(text, intent) API in SnipsNLUEngine to extract slots when the intent is known
• The DeterministicIntentParser can now ignore stop words through the new ignore_stop_words configuration parameter
• Co-occurrence features can now be used in the LogRegIntentClassifier

Changed

• The None intent is now handled as a regular intent in the parsing output, which means that:

{
    "input": "foo bar",
    "intent": None,
    "slots": None
}

is replaced with:

{
    "input": "foo bar",
    "intent": {
        "intentName": None,
        "probability": 0.552122
    },
    "slots": []
}

• Patterns of the DeterministicIntentParser are now deduplicated across intents in order to reduce ambiguity
• Improve the use of custom ProcessingUnit through the use of Registrable pattern
• Improve the use of default processing unit configurations
• Improve logging
• Replace snips-nlu-ontology with snips-nlu-parsers

Fixed

• Issue when persisting resources
• Issue when resolving custom entities
• Issue with whitespaces when generating dataset from YAML and text files
• Issue with unicode when using the CLI (Python 2)

0.18.0

Added

• New YAML format to create dataset
• Verbose mode in CLI

Changed

• Bump snips-nlu-ontology to 0.62.0 to improve memory usage

0.17.4

Added

• Add a --config argument in the metrics CLI

Changed

• Replace "parser_threshold" by "matching_strictness" in dataset format
• Optimize loading and inference runtime
• Disable stemming for intent classification in default configs

0.17.3

Fixed

• Crash with num2words and floats

0.17.2

Added

• Support for builtin music entities in english

0.17.1

Fixed

• DeterministicIntentParser now relies on the custom entity parser

Changed

• Bump snips-nlu-ontology to 0.60

0.17.0

Added

• Support for 3 new builtin entities in French: snips/musicAlbum, snips/musicArtist and snips/musicTrack
• Minimal support for Italian

Changed

• model version 0.16.0 => 0.17.0

Fixed

• Bug with entity feature name in intent classification

0.16.5

[0.16.5] - 2018-0906

Fixed

• Segfault in CRFSuite when the CRFSlotFiller is fitted only on empty utterances