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Natural Language Processing and Text Mining Series' Articles

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Cover image for Before LLMs Could Predict, They Had to Count

Akash

Apr 1

Before LLMs Could Predict, They Had to Count

#nlp #machinelearning #ai #beginners

8 min read

Cover image for Perplexity, Smoothing, and What Words Mean

Akash

Apr 2

Perplexity, Smoothing, and What Words Mean

#nlp #machinelearning #ai #languagemodels

11 min read

Cover image for From Counting Words to Learning Meaning

Akash

Apr 8

From Counting Words to Learning Meaning

#nlp #machinelearning #embeddings #ai

9 min read

Cover image for From Perceptrons to Predicting the Next Word

Akash

Apr 9

From Perceptrons to Predicting the Next Word

#nlp #neuralnetworks #machinelearning #deeplearning

9 min read

Cover image for What Does an LLM Actually Do?

Akash

Apr 11

What Does an LLM Actually Do?

#llm #nlp #machinelearning #ai

17 min read

Cover image for Recurrent Neural Networks

Akash

Apr 29

Recurrent Neural Networks

#ai #nlp #machinelearning #deeplearning

17 min read

Cover image for Making RNNs Actually Work: LSTMs, Bidirectionality, and the Encoder-Decoder

Akash

May 31

Making RNNs Actually Work: LSTMs, Bidirectionality, and the Encoder-Decoder

#ai #deeplearning #machinelearning #nlp

15 min read

Cover image for How Transformers Actually Work: Self-Attention, Step by Step

Akash

Jun 16

How Transformers Actually Work: Self-Attention, Step by Step

#machinelearning #deeplearning #nlp #llm

14 min read