~/talk

The Open Source World of Natural Language Processing

on YouTube 18m
Talkat FOSSASIA Summit 2017 · 2017-03-17..03-19· [open-source]

speaker

name:Liling Tan
website:https://www.buymeacoffee.com/alvations

resources

video:https://youtu.be/hqK4KWH5yZY
slides:none on file

summary

Survey of concrete open-source tools and contributions: catalogues libraries (NLTK, Moses machine translation, spaCy, Gensim, fastText, TensorFlow/PyTorch), describes a merged GitHub pull request that adds a Python disambiguation function for the word "bank" and edits a translation module, explains Rakuten’s morphological analyzer for Chinese/Japanese and category-to-vector classifiers, outlines using word embeddings and RNN sequence-to-sequence models, and lists practical contribution steps: tests, bug reports, docs and small code fixes.

AI-written summary · about

chapters (11)

  1. 0:00Start
  2. 0:26What this talk is about?
  3. 1:24NLP Applications
  4. 1:44Natural Language Processing
  5. 3:15Text NLP Snapshot
  6. 4:25Deep Learning Tsunami
  7. 5:21Deep Learning Snapshot
  8. 6:59Experience
  9. 7:56Commit
  10. 8:25Contribute
  11. 9:53Review

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