Available pipelines

SNP pipelines are one of the available NLU options that the platform is offering for your bots
SNP is based on very efficient library called Snips NLU that we have tailored for industrial use.
We are regularly deploying new versions of SNP to improve its performance and accuracy
Below is the list of the available NLU models, their features, status and changelog


Available pipelines

Pipeline name

Status

Exact match

Disambiguation

Lemmatization

Typo errors augmentation

Stop words filtering

SNP 1.03

Stable

SNP 1.04

Stable

SNP 1.05

Stable

SNP 1.06

Beta


Changelog

SNP 1.03

RC1: Released in May 2021

  • Based on a the Snips NLU library which is particularly efficient in parsing user requests in natural language while keeping ressources and time consumptions low for training tasks.

SNP 1.04

RC1: Released in May 2021

  • Added: This model is the same as SNP 1.03 except we added an extra layer of deterministic (exact match) intent classifier

SNP 1.05

RC1 : Released in July 2021

  • Improved: Larger language resources for French
  • Removed: Extra layer of deterministic (exact match) intent classifier
  • Improved: Typo errors augmentation. More info on this here feature

RC2 : Released in October 2021

  • Restored: Extra layer of deterministic (exact match) intent classifier
  • Improved: Better management of some characters in the exact match layer
  • Improved: More configuration flexibility regarding the data augmentation feature (activation and augmentation factor)

SNP 1.06

alpha: Released in January 2022

  • Improved: Better deterministic parser
  • Improved: Curated stop words list for french.
    This will help te model to focus on the most important words of your intents.
  • New: Language resources for Arabic

RC1: Released in March 2022

  • Improved: Better thread management for the data augmentation process. This optimisation solves some timeouts while training models from very big datasets

RC2: Released in March 2022

  • Improved: Better data augmentation for intents with entities.
  • New: Ability to manage the flexibility of each entity (auto extension et matching strictness)

RC3: Released in April 2022

  • Improved: Better exact match integration
  • Improved: Fine tuning of the deterministic intent parser
  • Improved: Remove case sensitiveness
  • Improved: Return 10 intent results instead of 5 (useful for disambiguation)
  • New: Ability to activate / deactivate stop words filtering

RC4: Released in April 2022
New: Load and performance tests were passed OK on this pipeline
Improved: Better exact match on SNP 1.06
Improved: Better date and time handling
IMproved: Better emoji management
Improved: Better management of decimal numbers

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Get an early access to SNP 1.06

Need an early access to this pipeline? No problem, it is free, just ping us