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asp-ner-flan-t5-base

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Model Card for asp-ner-flan-t5-base

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, Github repo.

Model Description

Task: Named Entity Recognition
Dataset: CoNLL-03
Base Model: flan-t5-base

Command

CUDA_VISIBLE_DEVICES=0 python evaluate_ner.py flant5_base tliu/asp-ner-flan-t5-base 0

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Dataset used to train tliu/asp-ner-flan-t5-base

Paper for tliu/asp-ner-flan-t5-base

Autoregressive Structured Prediction with Language Models

Paper • 2210.14698 • Published Oct 26, 2022