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README.md
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license: mit
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---
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license: mit
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datasets:
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- conll2003
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language:
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- en
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metrics:
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- f1
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# Model Card for asp-ner-flan-t5-large
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![model image](https://github.com/lyutyuh/ASP/raw/master/figs/illustration.gif)
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# Intro
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This model is initialized from flan-t5-base and finetuned for named entity recognition task.
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The model structure is described in the paper [Autoregressive Structured Prediction with Language Models](https://arxiv.org/pdf/2210.14698v2.pdf),
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[Github repo](https://github.com/lyutyuh/ASP).
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# Model Description
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- **Task:** Named Entity Recognition
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- **Dataset:** CoNLL-03
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- **Base Model:** flan-t5-large
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# Command
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```bash
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CUDA_VISIBLE_DEVICES=0 python evaluate_ner.py flant5_large tliu/asp-ner-flan-t5-large 0
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```
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