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--- |
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license: mit |
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tags: |
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- infinite-dataset-hub |
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- synthetic |
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--- |
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# MultiTurnDialogueSets |
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tags: multi-turn dialogue, turn-taking, machine learning |
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_ |
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**Dataset Description:** |
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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. |
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**CSV Content Preview:** |
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```csv |
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"turn_number","user_utterance","system_response","labels" |
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"1","Hi, how's your day going?","Hello! I'm here to assist you. What can I do for you today?","greeting" |
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"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" |
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"3","How about next Wednesday at 10 AM?","Next Wednesday at 10 AM is perfect. I'll send out the invites.","scheduling_confirmation" |
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"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" |
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"5","Okay, I'll wait for your update.","You'll have the budget report by tomorrow morning.","budget_query_update" |
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``` |
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**Source of the data:** |
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The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'conversation': |
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- **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 |
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- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct |
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- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub |
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