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JKISeason3-30_​Do these Two Questions Have the Same Intent_​rev1

Do these Two Questions Have the Same Intent?

Challenge 30

Level: Hard

Description: You work for a company that wants to improve its support for customers. Once a customer submits a question, a system should find similar questions that were submitted in the past in its database, fetch the answers that were given, and send all this data to a customer service representative. The representative should review these answers and leverage them to assist the current customer. As a first step to create this system, you should create a mechanism that recognizes whether two questions have the same intent. This will be key for finding relevant previous questions in the company’s database, leading to more effective support. Given a dataset of question pairs, annotated with whether or not they have the same intent, create a classifier that learns how to make this distinction. Hint: You can find more information about the datasets here. Hint 2: The KNIME Textprocessing extension is helpful for creating features to represent the questions.

Author: Aline Bessa

URL: Dataset https://hub.knime.com/alinebessa/spaces/Just%20KNIME%20It!%20Season%203%20-%20Datasets/Challenge%2030%20-%20Dataset~ceSHb705qrMSl269/

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Created by: RB
Created at: 2024-12-11
On NodePit since: 2024-12-19
Last update: 2026-01-25
Created with KNIME version: v5.3.2
Tags: JKISeason3-30

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