Comments (2)
sebastianruder
commented on July 30, 2024
Hi Amine,
Part of the reason may be due to the non-Latin script for Japanese and Chinese and for Yoruba due to there being relatively little pre-training data available.
from xtreme.
amineabdaoui
commented on July 30, 2024
Hi Sebastian,
You are right, this is probably part of the reason.
Regarding Yoruba, it seems that this language was not considered in the pre-training data of XLMR (it is not present in the list of languages of the CC-100 corpus). While it has been included in mBERT pretraining data.
But the cross lingual transfer from English to Japanese and to Chinese is much better on the remaining tasks. The drop seems to be significant only in Token-Level tasks (NER and POS).
from xtreme.
Related Issues (20)
- explainaboard doesn't work
- There is no AmazonPhotos.zip in the link to download the dataset. How to download the dataset?
- WikiExtractor git cloning error HOT 2
- New tasks in xtreme-r HOT 5
- Unclear which transformers version should be used when testing Tatoeba HOT 6
- 2513 Segmentation fault: 11 when running Tatoeba HOT 1
- Cannot achieve the XNLI performance in the paper
- TypeError: compute_predictions_logits() takes 12 positional arguments but 13 were given
- XCopa scripts?
- Metrics for sequence tagging tasks dependant on the max_seq_length parameter HOT 1
- Old Russian in Russian UDpos dataset
- Training data for XCOPA
- Evaluation results of PANX task HOT 3
- How to get LAReQA results across different question languages HOT 5
- How is the test data for TyDiQA generated? HOT 3
- Adding a new language
- Tatoeba baseline from XTREME-R
- Missing de translation data in MLQA HOT 1
- [bugs] All results 0 in test with the NER(PANX) task HOT 1
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 xtreme.