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README.md
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license: cc-by-4.0
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---
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---
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license: cc-by-4.0
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datasets:
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- jihyoung/ConversationChronicles
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language:
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- en
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pipeline_tag: summarization
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---
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# 👫 ReBot - Generation Module ⏰
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ReBot is a novel multi-session dialgoue model which can generate dialogue with chronological dynamics! ReBot consists two modules: (1) chronological summarization module; (2) dialogue generation module.
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**This repoistory for dialogue summarization module.** You can check generation module on [this repoistory](https://huggingface.co/jihyoung/rebot-generation).
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🚨 Please be cautious when testing our model with the Hosted Inference API. Our model takes sequences as input, so you should provide sequences as input through the API as well.
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## Model description
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+ Paper: [Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations](https://openreview.net/forum?id=9LPJK81xy1)
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+ Dataset : [Conversation Chronicles](https://huggingface.co/datasets/jihyoung/ConversationChronicles)
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+ Summarization Module of Model : this repoistory
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+ Generation Module of Model : [dialogue generation module](https://huggingface.co/jihyoung/rebot-generation)
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## Load with Transformers
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To load our dataset with Hugging Face Transformers, please use the following code:
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```python
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from transformers import pipeline
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summarizer = pipeline("summarization", model="jihyoung/rebot-summarization")
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```
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## Citation Information
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```
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@inproceedings{jang2023conversation,
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title={Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations},
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author={Jihyoung Jang, MinSeong Boo, Hyounghun Kim},
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booktitle={The 2023 Conference on Empirical Methods in Natural Language Processing},
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year={2023},
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url={https://openreview.net/forum?id=9LPJK81xy1}
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}
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```
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