# 0621 Discuss with Niall

Intro Walter
BERT, Hugging Face, weak labeling

DB, Snorkel

# Agenda:
- Weekly report
- UX/UI Meeting
- NER Model update
- the label scructure we want model to predict.
- Priority between Snorkel and NER Model
- Plan on next week
- Presentation Agenda:
- Question about NDA

## Weekly Report
https://github.com/EasonC13/GSoC_Accord_Project#week-2-0614---0620

## UX/UI Meeting?

- Who will attend?

After the presentation this week.
Find the avaliable time.

## About Edit NER Model's Last layer to have custom multi labels

How many number?

We want include all, we need to re-train everytime, align every major update

That is a limitation, but we can add dummy dim to afford

What label we should include?

First time dry-run, keep it simple
## the label scructure we want model to predict.

For example `Party`

- org.accordproject.party.Party
- String

Or `MonetaryAmount`

- org.accordproject.money.MonetaryAmount
- Value
- Double
- currencyCode
- String

While there are some type is combine by other, and hardly to predict because of the lack of data

EX: https://github.com/accordproject/models/blob/master/src/finance/loan.cto

Can we discuss on WG meeting? OR?

Hirgh, will

## Priority between Snorkel and NER Model

I think "Research and implement on edit NER model let it have softmax-like output" will be the first priority. Because we can only know the data-type after knowing the model's workflow. And then we can augmented data base on that format.

One is not abendend on the other.

Will find lot on classification but not NER on snorkel. Walter done it before. Can share with me.

Work more on NER model this week, and presentation.

### We might move off slack in the future.

### Niall go call, I talk with Walter

The model I want, have exist?

## Plan on next week
* Presentation 10 min on Technology WG meeting at 6/24 (UTC+8).
* preparing data and training pipeline from existing NER dataset with custom multi label output, then set up a pipeline to fine-tune the model.
* Discuss to find out the label scructure we want model to predict.
* Learn Snorkel

## Presentation Agenda:

- Model's Progress
- UX/UI's Prototype and WEB
- Why need this?
- How to build? with what framework?
- React, framework
- TF.js, can mention.
- UX/UI meeting. (doodle, set up before meeting)
- ~~Need help: The model predict labels structure.~~

> Very few have background knowledge.
> So might keep it focus on what I do what I plan
> Use the term everyone know.

> Front end on TFjs?
> Might let UX to limited on performance. might need to consider.
>

> Demo prototype again?
> Yes, part of it, looking for the UX version
> And said where full video avaliable
# Next meeting?

Can we meet on friday? Or Keep it monday?


This is good, can talk about it.

## NDA?

Some contract, template is not public.

all I can see is public

Clause do the contract to intergrated in to the external system.

And "State" is missing on the contract, no indicate how to store it, it is in Clause's Database

DAML behind openlaw

# other?

Let the presentation Small and easy to digest for everyone.