{"id":37044,"date":"2025-12-12T17:27:14","date_gmt":"2025-12-12T16:27:14","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/synthetic-dataset-for-chatbot-intent-detection-tasks\/"},"modified":"2025-12-12T17:27:14","modified_gmt":"2025-12-12T16:27:14","slug":"synthetic-dataset-for-chatbot-intent-detection-tasks","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/synthetic-dataset-for-chatbot-intent-detection-tasks\/","title":{"rendered":"Synthetic Dataset For Chatbot Intent Detection Tasks"},"content":{"rendered":"

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Hi everyone, this is a synthetic dataset created with the Artifex library<\/a> used for training and evaluation of Intent Detection tasks in chatbots.<\/p>\n

https:\/\/huggingface.co\/datasets\/tanaos\/synthetic-intent-classifier-dataset-v1<\/a><\/p>\n

It contains pairs of text samples – intent labels, where the intent labels (0 through 11) have the following meaning:<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
label<\/th>\nintent<\/th>\n<\/tr>\n<\/thead>\n
0<\/td>\ngreeting<\/code><\/td>\n<\/tr>\n
1<\/td>\nfarewell<\/code><\/td>\n<\/tr>\n
2<\/td>\nthank_you<\/code><\/td>\n<\/tr>\n
3<\/td>\naffirmation<\/code><\/td>\n<\/tr>\n
4<\/td>\nnegation<\/code><\/td>\n<\/tr>\n
5<\/td>\nsmall_talk<\/code><\/td>\n<\/tr>\n
6<\/td>\nbot_capabilities<\/code><\/td>\n<\/tr>\n
7<\/td>\nfeedback_positive<\/code><\/td>\n<\/tr>\n
8<\/td>\nfeedback_negative<\/code><\/td>\n<\/tr>\n
9<\/td>\nclarification<\/code><\/td>\n<\/tr>\n
10<\/td>\nsuggestion<\/code><\/td>\n<\/tr>\n
11<\/td>\nlanguage_change<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

The intents were chosen to be general enough to be applicable to most chatbots, regardless of their use.<\/p>\n

Hope this is helpful for someone!<\/p>\n<\/div>\n

submitted by \/u\/Ok_Hold_5385 <\/a>
[link]<\/a><\/span> [comments]<\/a><\/span><\/p>