Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

B

bag of words

documents, putting into 55-59

BART model 224

BERTopic

reference link 192

topics, visualizing from 187-191

used, for topic modeling 157-162

Best Match 25 (bm25) 217

Bidirectional Encoder Representations from Transformer (BERT)

used, for K-Means topic modeling 153-157

using, instead of word embeddings 73-76

bigram model 59

C

Central Processing Unit (CPU) 199

character n-grams 64

chatbot

creating, with LLM 257-262

classification (CLS) tokens 197

classifier-invariant approach

explainability, enhancing via 228-232

Closed Domain Question Answering (CDQA) 214

CNN DailyMail dataset 224

code generation

with LLM 263-269

community detection clustering

with SBERT 150-152

Compute Unified Device Architecture (CUDA) 198

...