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Deep Learning, Machine Learning - Data MiningLeave a comment

Advanced (yet simple) Prompt Engineering techniques for Large Language Models

April 1, 2023April 1, 2023 Tung.M.Phung

Advanced (yet simple) prompt engineering methods that are proven to work well in various domains. Continue reading Advanced (yet simple) Prompt Engineering techniques for Large Language Models

Deep Learning, Machine Learning - Data Mining, Text Mining1 Comment

A review of pre-trained language models: from BERT, RoBERTa, to ELECTRA, DeBERTa, BigBird, and more

December 10, 2021March 26, 2023 Tung.M.Phung

Let us review a list of pretrained language models, including BERT, Transformer-XL, XLNet, RoBERTa, DistilBERT, ALBERT, BART, ELECTRA, ConvBERT, DeBERTa, and BigBird. Continue reading A review of pre-trained language models: from BERT, RoBERTa, to ELECTRA, DeBERTa, BigBird, and more

Machine Learning - Data Mining, Text MiningLeave a comment

Bit-parallel algorithms for generalized string matching

April 17, 2021July 14, 2021 Tung.M.Phung

The extended Shift-AND algorithm for generalized string patterns. Continue reading Bit-parallel algorithms for generalized string matching

Machine Learning - Data Mining, String, Text Mining1 Comment

Shift-AND algorithm for exact pattern matching

April 15, 2021April 17, 2021 Tung.M.Phung

A simple introduction to the Shift-AND algorithm for string matching with example. Continue reading Shift-AND algorithm for exact pattern matching

Deep Learning, Machine Learning - Data Mining3 Comments

The Transformer neural network architecture

January 11, 2021October 26, 2024 Tung.M.Phung

The Transformer neural networks, explained in details. Continue reading The Transformer neural network architecture

Machine Learning - Data Mining, Text MiningLeave a comment

Optimal alignment – Needleman Wunsch Algorithm

September 19, 2019July 31, 2020 Tung.M.Phung

Needleman Wunsch Algorithm utilizes Dynamic programming to align 2 sequences in the optimal way. Continue reading Optimal alignment – Needleman Wunsch Algorithm

Machine Learning - Data Mining, Text MiningLeave a comment

Basic Regular Expression

September 18, 2019July 31, 2020 Tung.M.Phung

The Regular expression (regex, or just re) is a means of representation, used for string matching and searching. Continue reading Basic Regular Expression