license: mit
tags:
- infinite-dataset-hub
- synthetic
MultiTurnDialogueSets
tags: multi-turn dialogue, turn-taking, machine learning
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'MultiTurnDialogueSets' dataset is a curated collection of conversation exchanges designed for training and evaluating machine learning models on multi-turn dialogue systems. Each entry in the dataset captures the flow of a conversation, which includes a set of utterances from a user and corresponding system responses. The dataset aims to provide realistic scenarios that machine learning models can learn from to improve their natural language understanding and generation capabilities.
CSV Content Preview:
"turn_number","user_utterance","system_response","labels"
"1","Hi, how's your day going?","Hello! I'm here to assist you. What can I do for you today?","greeting"
"2","It's been quite busy, thank you. I need to schedule a meeting with the team.","Sure, when would you like to schedule the meeting?","scheduling"
"3","How about next Wednesday at 10 AM?","Next Wednesday at 10 AM is perfect. I'll send out the invites.","scheduling_confirmation"
"4","Thanks, that would be great. Also, can you check if the budget report is ready?","Checking now. I'll update you shortly.","budget_query"
"5","Okay, I'll wait for your update.","You'll have the budget report by tomorrow morning.","budget_query_update"
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'conversation':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=conversation&dataset=MultiTurnDialogueSets&tags=multi-turn+dialogue,+turn-taking,+machine+learning
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub