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README.md
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Fine-tuned [DepRoBERTa](https://huggingface.co/rafalposwiata/deproberta-large-v1) model for detecting the level of depression as **not depression**, **moderate** or **severe**, based on social media posts in English.
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Model was part of the solution for [the Shared Task on Detecting Signs of Depression
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from Social Media Text](https://competitions.codalab.org/competitions/36410) at [LT-EDI-ACL2022](https://sites.google.com/view/lt-edi-2022/home).
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More information can be found in the following paper: [OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models](https://aclanthology.org/2022.ltedi-1.40/).
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---
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language:
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- en
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library_name: transformers
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tags:
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- depression
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- roberta
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---
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Fine-tuned [DepRoBERTa](https://huggingface.co/rafalposwiata/deproberta-large-v1) model for detecting the level of depression as **not depression**, **moderate** or **severe**, based on social media posts in English.
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Model was part of the winning solution for [the Shared Task on Detecting Signs of Depression
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from Social Media Text](https://competitions.codalab.org/competitions/36410) at [LT-EDI-ACL2022](https://sites.google.com/view/lt-edi-2022/home).
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More information can be found in the following paper: [OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models](https://aclanthology.org/2022.ltedi-1.40/).
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