nlp   31601

« earlier    

Rasa Stack: Open source conversational AI
Open source tools to power your conversational chatbot, based on the latest machine learning research.
nlu  machine-learning  nlp  library 
3 days ago by alphajuliet
The Annotated Transformer
The Transformer from “Attention is All You Need” has been on a lot of people’s minds over the last year. Besides producing major improvements in translation quality, it provides a new architecture for many other NLP tasks. The paper itself is very clearly written, but the conventional wisdom has been that it is quite difficult to implement correctly.

In this post I present an “annotated” version of the paper in the form of a line-by-line implementation. I have reordered and deleted some sections from the original paper and added comments throughout. This document itself is a working notebook, and should be a completely usable implementation. In total there are 400 lines of library code which can process 27,000 tokens per second on 4 GPUs.
nlp  deeplearning  pytorch 
3 days ago by mike

« earlier    

related tags

abuse  ai  alignment  allennlp  anonymity  arabic  articles  arxiv  auc  autoencoder  bias  book  bots  china  chinese  chip  classification  classifiers  cnn  code  collaborative-filtering  collaborative  computer_vision  content  cooking  crf  data-science  data  database  datasets  deep-learning  deeplearning  doc2vec  embeddings  ent  entity-recognition  entitylinking  filtering  framework  gan  gensim  github  glove  harassment  iiif  internetofthings  javascript  jieba  journalism  js  keras  language  lda  lda2vec  learning  library  linter  lstm  machine-learning  machine-translation  machine.learning  machine  machinelearning  ml  model  modeling  models  movie  movies  natural-language-interaction  natural  natural_language_processing  ner  network  neural-machine-translation  neural  neuralnets  news  nli  nlu  nmt  node  nodejs  nvidia  ocr  open.source  opensource  paper  paper2vec  parsing  police  pos-tagger  pos  processing  publish  python  pytorch  r  ranking.****  rdbms  read2of  recipes  reference  research-library  research  research2vec  rnn  search  semantic  semantics  sequence-tagging  snips  snr  spain  statistics  sw  text  textbook  textmining  todo  toolkit  topic-modeling  topic  toread  toxic  transformation  translation  trump  tutorial  tutorials  ux  word-embeddings  word-vector  word2vec  xai  zabbix 

Copy this bookmark: