transformers pytorch en dataset:conll2003 arxiv:2210.14698 license:mit endpoints_compatible region:us
---
datasets:
- conll2003
language:
- en
license: mit
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
```