#enough2skim — Public Fediverse posts

So many warn that evaluating with GPT favors GPT

(or any LLM evaluating itself).

Now it is also shown

Science, not just educated guesses

(Fig: T5, GPT, Bart each prefer their own) https://arxiv.org/abs/2311.09766

#enough2skim #scientivism #NLP #nlproc #GPT #LLM #eval #data

A new benchmark for data 📚
Rather than test if a model is good
This tests whether you can filter data
360 languages

They also share metrics for data redundancy if you want just those
https://arxiv.org/abs/2311.06440
https://github.com/toizzy/
#data #preprocessing #dedup #enough2skim #NLP #NLProc

Few-shot learning almost reaches traditional machine translation

https://arxiv.org/abs/2302.01398
#enough2skim #NLProc #neuralEmpty