Comments on: Chatbot Architecture

By: surmenok

surmenok — Fri, 21 Sep 2018 05:07:00 +0000

There was research showing that using word+POS tag works better than just a word for text classification tasks.

By: Roma Jain

Roma Jain — Wed, 19 Sep 2018 02:58:00 +0000

Awesome article!
Should the words tagged as entities be used instead of words for intent classification?

By: Giovanni Morrone

Giovanni Morrone — Thu, 13 Jul 2017 16:33:00 +0000

Hi vvvlad, I understand. Thanks for your reply. Good luck for the continuation of the project!

By: vvvlad

vvvlad — Fri, 30 Jun 2017 11:00:00 +0000

hey,
this is an internal project of which I can’t provide to many details.
The data can be anything, from a simple knowledge article to a FAQ items with numerous relevant questions pointing to a single answer. The data sources are managed by other teams.
The main goal of the project is to create a code that would generate CS to reduce maintanance of data in the future.
I look at each answer as an intent, and the questions or keywords or details are the sources for ngram extraction.

By: Giovanni Morrone

Giovanni Morrone — Wed, 28 Jun 2017 15:38:00 +0000

I don’t understand what exactly you are doing. What is the structure of sources? How do you generate n-gram conditions and their associate replies? If exists a repo of your project I could understand better.

By: vvvlad

vvvlad — Wed, 28 Jun 2017 13:38:00 +0000

Not sure what details you are looking for.
Most of my work until now was concentrated on python data preparation and less with CS, but in parallel I test a few things with CS as well.
My current plan is to generate many (<>) conditions (which can result in multiple intents) and add them to list, where I would get the top appearances of intents and reply with the most relevant intent result.
The rules are generated automatically, so they can’t be specific. This is a bit like decision tree, but not exactly.

By: Giovanni Morrone

Giovanni Morrone — Wed, 28 Jun 2017 11:03:00 +0000

I’m studying ChatScript and your work seems very interesting. Could you tell me more details?

By: surmenok

surmenok — Tue, 23 May 2017 20:04:00 +0000

Sounds interesting. Please let me know how it works in the real world.

By: vvvlad

vvvlad — Tue, 23 May 2017 08:07:00 +0000

I’m trying to do something a bit similar.
My plan is to create a python code which would generate chatscript script by pulling and prepossessing the knowledge information from different sources. As a first step I generated simple bi and tri-grams, and it looks very promising.

By: surmenok

surmenok — Tue, 21 Feb 2017 04:02:00 +0000

I wouldn’t recommend ChatScript for a knowledge base system. Typically chatbot developers use search technology for this, for example Elastic Search. What technology do you currently use for this?