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---
license: mit
datasets:
- conll2003
language:
- en
metrics:
- f1
---
# Model Card for asp-ner-flan-t5-base
![model image](https://github.com/lyutyuh/ASP/raw/master/figs/illustration.gif)
# Intro
This model is initialized from flan-t5-base and finetuned for named entity recognition task.
The model structure is described in the paper [Autoregressive Structured Prediction with Language Models](https://arxiv.org/pdf/2210.14698v2.pdf),
[Github repo](https://github.com/lyutyuh/ASP).
# Model Description
- **Task:** Named Entity Recognition
- **Dataset:** CoNLL-03
- **Base Model:** flan-t5-base
# Command
```bash
CUDA_VISIBLE_DEVICES=0 python evaluate_ner.py flant5_base tliu/asp-ner-flan-t5-base 0
```