tricktreat / diffusionner

Code for the paper "DiffusionNER: Boundary Diffusion for Named Entity Recognition", accepted at ACL 2023.

👋 Hi there! My name is Yongliang Shen (沈永亮),

• 🔭 I’m currently a fourth-year Ph.D. student advised by Weiming Lu and Yueting Zhuang at Zhejiang University since 2019 (expected to graduate in June 2024). Now I am a research intern at Microsoft Research Asia, mentored by Kaitao Song and Xu Tan.
• 🌱 My research fields include large language models and knowledge graph.
• 📫 How to reach me: syl (at) zju.edu.cn

[Google Scholar] [Semantic Scholar] [Personal Page]

diffusionner's Issues

在网上搜索是需要本地下载，我想问一下这个如果本地下载的话需要怎么该路径呢

请问有能复现论文中ACE04数据集 F1score88.39的参数吗

请问有能复现论文中ACE2004 F1score88.39的参数吗

数据集问题

zhmsra_types.json这个文件如何获取？

Empty list for prediction during evaluation

Hello,
Firstly, I would like to thank you for sharing your work.

I've been experimenting with the model but facing issues with inference – I keep getting empty lists for predictions.
I've followed the README and installed dependencies correctly, but the problem persists.
I'm seeking your guidance to understand what could be causing this issue and any specific configurations or test cases that might help.

Thank you in advance!

Question of html page

There is a html file in "diffusionner/templates/entity_examples.html"
It should be a flask html template file.
How can i see this web page? I don't know the input variables and cannot print them myself.

3090 24G 显存，出现以下问题，超参已经在作者基础上调小了，怎么解决？

/

训练结果精确度，F1分数为0，这个会是数据集格式的问题吗？

用自己数据集训练，出现2023-07-19 22:34:43,944 [MainThread ] [INFO ] --- NER on Classification ---
2023-07-19 22:34:43,944 [MainThread ] [INFO ]
2023-07-19 22:34:43,945 [MainThread ] [INFO ] type precision recall f1-score support
2023-07-19 22:34:43,945 [MainThread ] [INFO ] scalename 0.00 0.00 0.00 74.0
2023-07-19 22:34:43,945 [MainThread ] [INFO ]
2023-07-19 22:34:43,945 [MainThread ] [INFO ] micro 0.00 0.00 0.00 74.0
2023-07-19 22:34:43,945 [MainThread ] [INFO ] macro 0.00 0.00 0.00 74.0
2023-07-19 22:34:43,946 [MainThread ] [INFO ] Best Dev-F1 score: 0, achieved at Epoch: 0, Test-F1: None
2023-07-19 22:34:44,286 [MainThread ] [INFO ] Logged in: data/scalener/scalener_train/2023-07-19_22:31:22.027814
2023-07-19 22:34:44,286 [MainThread ] [INFO ] Saved in: data/scalener/scalener_train/2023-07-19_22:31:22.027814

一直显示Need 1 GPU for Normal Training, All are busy. Waiting for Free GPU ......，应该怎么解决啊

一直显示Need 1 GPU for Normal Training, All are busy. Waiting for Free GPU ......，应该怎么解决啊

中文ner

支持中文ner吗？

How to import diffusionner

Hi, thank u for your work. When I run this code, I notice it has
from diffusionner import input_reader

I did not find this in the code. Is that a python package? or something I misunderstand.

How to inferece?

Could you give me an example?Thanks.

OSError: [WinError 123] Incorrect file name, directory name, or volume label syntax。data/ace2004/ace2004_train\\2023-07-29_18:26:47.053675'

what's the enity recognition generate speed ?