SORT 2025

Introduction

Introduction

NLP: + text summarisation + unsupervised * extractive text summarisation * textrank algorithm * lexrank * abstractive text summarisation + predictive text + derived variables for text

author detection

domain specific compression

translation

before transformers: bidirectional encoder representations from transformers (BERT)

LLM: retrieval augmented generation (RAG)

Other time series

h3 on time series (are these supervised, or supervised by nature of data? eg text? + lstm + rnn + transformers/BERT + using these all for generative purposes?

Transfomers

section on transformers in architecture (related to NLP?) encoders. decoders. encoder-decoder models. decoder only models