lp832ut/zpwiki
1
0
Fork 0
forked from KEMT/zpwiki
Code Issues Pull Requests Releases Wiki Activity

Update 'pages/students/2021/manohar_gowdru_shridharu/README.md'

Browse Source
This commit is contained in:
dano 2022-03-10 13:33:04 +00:00
parent c6d5c4a29f
commit 5142ac9e82
1 changed files with 11 additions and 1 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

12
pages/students/2021/manohar_gowdru_shridharu/README.md
View File

@ -57,8 +57,18 @@ Resources:
Tasks: Tasks:
- Try [this model](https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment) with your own text. - Try [this model](https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment) with your own text.
- Learn how Transformers Neural Network Works. Learn how Roberta Model works Write a short memo about your findings and papers read on this topic. - Learn how Transformers Neural Network Works. Learn how Roberta Model training works. Learn how BERT model finetuning works. Write a short memo about your findings and papers read on this topic.
- Pick a dataset:
- https://huggingface.co/datasets/sentiment140 (english)
- https://www.clarin.si/repository/xmlui/handle/11356/1054 (multilingua)
- https://huggingface.co/datasets/tamilmixsentiment (english tamil code switch)
- Grab baseline BERT type model and try to finetune it for sentiment classification. - Grab baseline BERT type model and try to finetune it for sentiment classification.
- For finetuning and evaluation you can use this scrip https://github.com/huggingface/transformers/tree/master/examples/pytorch/text-classification
- For finetuning you will need to install CUDA and Pytorch. It can work on CPU or NOT.
- If you need GPU, use the school server idoc.fei.tuke.sk or google Colab.
- Continue working on the paper.
- Remind me about the SCYR conference payment.
## Meeting 21.2.22 ## Meeting 21.2.22