transformers pytorch t5 arxiv:2210.14698 license:mit text-generation-inference endpoints_compatible region:us
---
license: mit
---

# Model Card for flan-t5-base-conll03-ner

![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/flan-t5-base-conll03-ner 0
```
