Duplicate from awsaf49/persona-chat

Co-authored-by: Awsaf <awsaf49@users.noreply.huggingface.co>

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README.md

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+---
+license: mit
+pretty_name: PersonaChat
+tags:
+  - dialogue
+  - persona
+  - conversational
+  - text
+  - multi-turn
+dataset_creators: 
+  - Saizheng Zhang
+  - Emily Dinan
+  - Jack Urbanek
+  - Arthur Szlam
+  - Douwe Kiela
+  - Jason Weston
+language:
+  - en
+---
+
+# Dataset Card for PersonaChat
+
+## Dataset Description
+
+**PersonaChat** is a multi-turn dialogue dataset introduced by Zhang et al. (2018) for training and evaluating persona-grounded conversational agents. Each conversation is between two crowdworkers, each assigned a randomly selected persona consisting of several simple facts. The dataset aims to assess whether models can maintain consistent character traits throughout a conversation.
+
+- **Original Paper:** [Personalizing Dialogue Agents: I have a dog, do you have pets too?](https://arxiv.org/abs/1801.07243)
+- **Paper Year:** 2018
+
+### Supported Tasks and Leaderboards
+
+- Persona-conditioned dialogue generation
+- Dialogue response selection
+
+### Languages
+
+- English
+
+## Dataset Structure
+
+- **Data Fields:**
+  - `personality`: List of persona sentences for speaker
+  - `history` / `utterances`: List of previous dialogue turns
+  - `utterance`: Response for the current turn
+  - Optionally, `candidates`: Distractor responses (for ranking tasks)
+
+- **Splits:**  
+  - Train: 8,939 dialogues  
+  - Valid: 1,000 dialogues  
+  - Test: 968 dialogues
+
+## Source Data
+
+- **Collection Method:** Crowdsourcing via Amazon Mechanical Turk
+- **Persona Construction:** Each persona = 4-6 sentences
+
+## Licensing Information
+
+Distributed under the MIT License. See LICENSE file for details.
+
+## Citation
+
+```
+
+@article{zhang2018personalizing,
+title={Personalizing dialogue agents: I have a dog, do you have pets too?},
+author={Zhang, Saizheng and Dinan, Emily and Urbanek, Jack and Szlam, Arthur and Kiela, Douwe and Weston, Jason},
+journal={arXiv preprint arXiv:1801.07243},
+year={2018}
+}
+
+```
+
+## Limitations and Considerations
+
+- Artificial personas—not based on real user data.
+- Written English only; no non-English support.
+- Some conversations can be trivial or generic due to crowdsourcing.
+
+## Links
+
+- [Paper (arXiv)](https://arxiv.org/abs/1801.07243)
+- [ParlAI data repo](https://github.com/facebookresearch/ParlAI/tree/main/projects/convai2)

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