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chrisSt
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23 Aug 24

Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge)

https://eugeneyan.com/writing/llm-evaluators/

Use cases, techniques, alignment, finetuning, and critiques against LLM-evaluators.

by chrisSt Aug 2024
Tags:
  • ai
  • ml
  • llm
  • nlp
  • comparison
  • recommendation
  • evaluator

31 Jan 23

The generative AI revolution has begun—how did we get here? | Ars Technica

https://arstechnica.com/gadgets/2023/01/the-generative-ai-revolution-has-begun-how-did-we-get-here/

A new class of incredibly powerful AI models has made recent breakthroughs possible.

by chrisSt Jan 2023
Tags:
  • explanation
  • ai
  • ml
  • nlp
  • understanding

12 Sep 22

Liner.ai - Machine Learning without Code

https://liner.ai/
by chrisSt Sep 2022 saved 2 times
Tags:
  • ai
  • free
  • nlp
  • ml
  • tool

25 Jul 22

Practical Deep Learning for Coders 2022 · fast.ai

https://www.fast.ai/2022/07/21/dl-coders-22/
by chrisSt Jul 2022
Tags:
  • ai
  • course
  • machinelearning
  • ml
  • nlp

27 Sep 21

Prodigy · An annotation tool for AI, Machine Learning & NLP

https://prodi.gy/
by chrisSt Sep 2021
Tags:
  • ai
  • annotation
  • nlp
  • tools
  • ml

04 Dec 19

BERT Explained: A Complete Guide with Theory and Tutorial – Towards Machine Learning

https://towardsml.com/2019/09/17/bert-explained-a-complete-guide-with-theory-and-tutorial/
by chrisSt Dec 2019
Tags:
  • ai
  • ml
  • nlp
  • bert

16 Oct 19

NLP: Extracting the main topics from your dataset using LDA in minutes

https://towardsdatascience.com/nlp-extracting-the-main-topics-from-your-dataset-using-lda-in-minutes-21486f5aa925
by chrisSt Oct 2019
Tags:
  • ml
  • ai
  • nlp
  • lda

10 Sep 19

Why do we use word embeddings in NLP? - Towards Data Science

https://towardsdatascience.com/why-do-we-use-embeddings-in-nlp-2f20e1b632d2
by chrisSt Sep 2019 saved 2 times
Tags:
  • nlp
  • ml
  • ai
  • word2vec
  • wordembeddings
  • explanation

30 Aug 19

Introduction to Word Embeddings | Hunter Heidenreich

http://hunterheidenreich.com/blog/intro-to-word-embeddings/
by chrisSt Aug 2019
Tags:
  • nlp
  • ai
  • ml
  • word
  • word2vec
  • glove
  • elmo
  • fasttext

23 Aug 19

Transformers from Scratch | Hacker News

https://news.ycombinator.com/item?id=20773992
by chrisSt Aug 2019
Tags:
  • transformer
  • transformers
  • nlp
  • ai
  • ml
  • hn

27 Mar 19

The Illustrated Word2vec | Hacker News

https://news.ycombinator.com/item?id=19498356
by chrisSt Mar 2019
Tags:
  • nlp
  • ai
  • ml
  • tutorial
  • hn
  • word2vec
  • language

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