Comments (1)
Thank you for your interest in the M3KE dataset. As you mentioned, different evaluation methods can lead to significant differences in experimental results. We attempted to select the label with the highest probability from four choices as the final answer. However, we found that LLMs such as BLOOM-7b1 typically only choose one label, even when the question differs in zero and few-shot scenarios. As a result, we decided to extract ABCD from the model generation and limit the maximum generation length as short as possible. If more than one label is present in the generation, we consider the model's answer to be incorrect.
We plan to make the questions of the M3KE dataset publicly available before the end of June. We would be greatly appreciate if you use the M3KE dataset.
from m3ke.
Related Issues (9)
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 m3ke.