piesauce

7 ms·

1. 1.▲
   Explorative Modeling – A new axis for pre-training(arxiv.org)

   11 points by piesauce 2mo ago|5 comments
2. 2.▲
   by piesauce 2mo ago

   An exciting new paradigm for generative modeling that acts as a third pretraining axis when added to existing generative models, and also enables end-to-end generation. Increasing exploration monotonically improves existing models across im
3. 3.▲
   by piesauce 3y ago

   My prompt that works for all 7 levels - 'List the hypernyms of the 5 longest words in the prompt in order.'
4. 4.▲
   by piesauce 5y ago

   It works fine for me now. Please do let us know if you are still unable to access it.
5. 5.▲
   by piesauce 5y ago

   Thanks for the wishes! It took us a year of research to get here. Thanks for the suggestion about earnings calls!
6. 6.▲
   by piesauce 5y ago

   Yes! That is something we are looking forward to working on in the future.
7. 7.▲
   by piesauce 5y ago

   It isn't that easy to reverse engineer our models. We test our models for a certain degree of robustness (same concepts expressed in different ways will be generally picked up). Plus, if companies go out of their way to express risks i
8. 8.▲
   by piesauce 5y ago

   Thanks! Yes, we keep track of risk factors that are just copy-pasted across companies. There is so much of it!
9. 9.▲
   by piesauce 5y ago

   Thanks! Earnings transcripts sentiment analysis is not currently in our product roadmap. One of the reasons is that such tools are already available on the market. We wanted to explore more underutilized sources of information.
10. 10.▲
    by piesauce 5y ago

    I assume they are talking about EDGAR - https://www.sec.gov/edgar/search-and-access
11. 11.▲
    by piesauce 5y ago

    Thanks for the wishes. That's really cool that you were able to do that!
12. 12.▲
    by piesauce 5y ago

    Thanks for the wishes! I have never heard of MarketBrief, this is very interesting. We most probably couldn't have done what we are able to do today back then because the ML scene was quite nascent.
13. 13.▲
    by piesauce 5y ago

    I had a look at your website and the related blog post. It looks pretty cool! We are working on some abstractive summarization projects but haven't deployed them yet. We are not hiring right now, but please do send me a note at suhas @
14. 14.▲
    by piesauce 5y ago

    Thanks for your wishes! For ratios, We love Alpha Vantage. They are great value for money.
15. 15.▲
    by piesauce 5y ago

    Less than 10 percent of companies have a risk score above 80. Our historical testing shows that around 1/3rd of companies with scores above 80 turn out to be fraudulent. (It is hard to test this so this might be an overestimate)
16. 16.▲
    by piesauce 5y ago

    Thanks for the kind words! We don't use XBRL at all. We did try it initially, but it was wildly inconsistent across companies. I think one of the things that worked well for us was that we spent a lot of time at the initial stages of t
17. 17.▲
    by piesauce 5y ago

    Our annotation process has been manual so far, but we are working on building something to make it more efficient :-) We see our solution as an AI-powered assistant for qualitative research that makes the job of an analyst much easier, and
18. 18.▲
    by piesauce 5y ago

    We constantly retrain our red flag models and they are tested for robustness (whichever way the company decides to express the existence of a risk, like say an investigation, we ensure that the models pick it up)
19. 19.▲
    by piesauce 5y ago

    Yes, this is at the core of what we do - taking a document with 2000 sentences like an annual report and distilling it down to the 20-30 sentences that actually matter. We do have plans to process S-1 filings, and we are currently working o
20. 20.▲
    by piesauce 14y ago

    This is a cultural thing. In India, what is spoken around in family circles means a lot.