search

HydPy / HydPy-meetups

CFP manager for HydPy meetups
MIT License
27 stars 21 forks source link

Exploring tagging on Financial Statements #59

Open MuraliB123 opened 8 months ago

MuraliB123 commented 8 months ago

Role of AI in XBRL tagging

All the companies registered in us , india and european stock exchanges have to submit their quarterly financial statements with xbrl tagging

  1. Each numerical entity has to be tagged with precise XBRL tag from universally maintained taxonomy.
  2. Rise of multi head attention mechanism in Large language models paved way to automate this time consuming task.
  3. Datasets are available for fine tuning.
  4. Practical demo could be shown on BERT and other open source models.

AI in financial services

50 minutes

Speaker Bio

  1. Hello my name is murali, pre-final computer science engineering student from Anna University Chennai. I have deep interest in Machine learning and AI. I have my fundamentals strong on machine learning and deep learning concepts. I have worked with startups in the machine learning team. Also i have research experience as well.
  2. Mail Id - muralibabu1729@gmail.com
  3. exp - 2 yrs
INF800 commented 8 months ago

Hi @MuraliB123, checkout sec-parser I and some amazing other people working on.

INF800 commented 8 months ago

Hi @MuraliB123, checkout sec-parser I and some amazing other people working on.

https://github.com/alphanome-ai/sec-parser/tree/main/sec_parser

MuraliB123 commented 8 months ago

Hello @INF800 amazing work. Have joined the discord. Looking forward to collaborate and contribute.