Elegant idea
@AndrzOdrz shows standard elementary functions can be built from just
EML(x,y)=exp(x)-ln(y) and 1
Boolean logic - NAND
Elementary math - EML. @PMocz built a two-button calc - https://t.co/XN24EctM81
Useful for symbolic-regression grammar
https://t.co/hYKOCRC8yp
4/ RAG → HippoRAG (RAG + Knowledge Graph + PageRank) by @bernaaaljg
Outperforms SoTA multi-hop QA by up to 20%
While being 10-30x faster and 6-13x cheaper.
📄 Paper: https://t.co/3vyPAxL9Hj
🐙 Code: https://t.co/jLJtNSbUvl
@unsorsodicorda @solvay_1927 GPT4All, Dolly, Flan-Alpaca, and ChatRWKV as "no commercial use" instruct-tuned LLMs
And OpenChatKit as the only true Apache 2.0. This time I'd also include FLAN-T5
@solvay_1927 Plausible, if so I was misled by Alpaca release: "the instruction data is based on OpenAI’s text-davinci-003, whose terms of use prohibit developing models that compete with OpenAI"
Sadly, all of the above models still suffer from LLaMa or Alpaca restrictive license
Pen and Paper Exercises in Machine Learning by Michael U. Gutmann https://t.co/HsuWvJO6qs kudos to the author for putting these online -- surely will be a valuable resource for educators of all stripes (but especially for TAs and those who teach privately).
🔮Nixtla - Forecasting Pipeline as a Service
By @fede_gr
– 25% better accuracy than Amazon Forecast
– 20% more accurate than fbprophet
– 4x faster than Amazon Forecast & less expensive
https://t.co/Sbmhhr2wPG
An Elementary Introduction to Information Geometry
Survey by @FrnkNlsn
[2020, 56 pp]
- Basics of Differential Geometry
- Information Manifolds
- Applications
abs https://t.co/CpzQ7zroXq
pdf https://t.co/BrXvIBRKpW
Excited to announce Dodrio, an interactive visualization tool designed to help NLP researchers and practitioners analyze and compare attention weights in transformer-based models with linguistic knowledge!
Try Dodrio in your browser: https://t.co/jnZDyygoWr
#ACL2021NLP#NLProc