Omer Arshad

I have other dataset then CoNLL 2003, where i have my own custom entites. But i am unable to evaluate model as it is unable to find phrases in training...

Why trained model does not show all entities?

1

There are 6 entities, but trained model only shows 4

How to implement NER model using trax

5

How to use Trax to implement NER model in NLP using reformer.

which attention architecture is used in NER?

7

I want to understand how you used attention in NEr task, any paper or article which explains this? Thanks

pip installation issues

3

Facing difficulty installing using `pip install lightning-transformers`, INFO: pip is looking at multiple versions of numpy, and it keeps on searching for hours. Any solution?

407642.jpg is corrupted, can you please upload it

will this also work for "https://tfhub.dev/google/universal-sentence-encoder/2"

4

will this finetuning method also work for transformer based encoder available at : https://tfhub.dev/google/universal-sentence-encoder/2 ?

any idea how to use sentence encoder as Siamese architecture?

2

how can we use sentence encoder as siamese architecture to pass two sentences as input?