Comments (1)
1.1_mixed_template.py Line 29 gives an example usage of
MixedTemplate
for maybe question answering task, is there any recommended mix template for text classification task? For example is the following sentiment classification task code right ?prompt_verbalizer = ManualVerbalizer( classes=classes, label_words={ "negative": ["不"], "positive": ["很"], }, tokenizer=tokenizer, ) prompt_template = MixedTemplate( model=plm, tokenizer=tokenizer, text='{"soft"} {"soft"} {"soft"} {"placeholder":"text_a"} {"mask"}满意。' )
For English, there are many previous studies that try to construct textual templates. Since MixedTemplate is originated in OpenPrompt and there is still plenty of room for exploration. For example, we find that soft tokens + "The answer is: " is effective for BoolQ. We haven't conducted enough experiments on Chinese and we encourage you to explore and share your templates!
Spoiler alert: We are building a Prompt Center where users could download and upload trained prompts.
from openprompt.
Related Issues (20)
- NotImplementedError: parallelize method was not implemented for this plm.
- openprompt的SoftTemplate是否支持deberta模型
- use transformers Trainer when training
- Does OpenPrompt support LLaMa2? HOT 1
- A BUG
- 多分类使用时数据量大,能实现使用生成器模式的功能吗
- 如何加载本地模型 HOT 1
- tutorial /6.1_chinese_dataset_uer_t5.py 训练结果随机生成
- TextClassification/ dataset link is no longer available HOT 1
- tutorial data sets can not be download HOT 1
- How to solve the logits equality of LLaMA output HOT 3
- Interpret soft prompt
- Unable to pip install openprompt HOT 1
- TextClassification HOT 1
- import break when using latest transformers
- OpenPrompt中文预训练模型部署
- problem with openprompt HOT 1
- ERROR: tokenizer_wrapper is None
- loss function error in tutorial /0_basic.py
- ModuleNotFoundError: No module named 'transformers.generation_utils' HOT 6
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from openprompt.