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Update JM chapters
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angelxuanchang committed Jan 25, 2024
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Showing 1 changed file with 27 additions and 33 deletions.
60 changes: 27 additions & 33 deletions _data/syllabus.yaml
Original file line number Diff line number Diff line change
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download: "http://github.com/anoopsarkar/nlp-class/raw/gh-pages/assets/notebooks/rnnlm.ipynb"
readings:
- author: Dan Jurafsky and James H. Martin
title: "Deep Learning Architectures for Sequence Processing (J+M chapter 9)"
title: "Sequence Labeling for Parts of Speech and Named Entities (J+M chapter 8)"
abbr: "J+M chapter 8"
tag: "jm8"
url: "https://web.stanford.edu/~jurafsky/slp3/8.pdf"
optional: false
- author: Dan Jurafsky and James H. Martin
title: "RNNs and LSTMs (J+M chapter 9)"
abbr: "J+M chapter 9"
tag: "jm9"
url: "https://web.stanford.edu/~jurafsky/slp3/9.pdf"
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notes:
- title: "Sequence to sequence models"
url: "assets/lecture-slides/L12-sequence-generation.pdf"
readings:
- author: Dan Jurafsky and James H. Martin
title: "Machine Translation and Encoder-Decoder Models (J+M chapter 10)"
abbr: "J+M chapter 10"
tag: jm10
url: "https://web.stanford.edu/~jurafsky/slp3/10.pdf"
optional: false
- title: "Neural Machine Translation"
tag: nmt
include: false
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url: "assets/lecture-slides/L13-transformers.pdf"
readings:
- author: Dan Jurafsky and James H. Martin
title: "Deep Learning Architectures for Sequence Processing (J+M chapter 9.4)"
abbr: "J+M chapter 9.4"
tag: "jm9.4"
url: "https://web.stanford.edu/~jurafsky/slp3/9.pdf"
title: "Transformers and Large Language Models (J+M chapter 10)"
abbr: "J+M chapter 10"
tag: jm10
url: "https://web.stanford.edu/~jurafsky/slp3/10.pdf"
optional: false
- title: "Attention Is All You Need"
author: "Vaswani et al. 2017"
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url: "assets/lecture-slides/L14-contextualized-word-embeddings.pdf"
readings:
- author: Dan Jurafsky and James H. Martin
title: "Transfer Learning with Pretrained Language Models and Contextual Embeddings (J+M chapter 11)"
title: "Fine-tuning and Masked Language Models (J+M chapter 11)"
abbr: "J+M chapter 11"
tag: jm11
url: "https://web.stanford.edu/~jurafsky/slp3/11.pdf"
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download: "http://github.com/anoopsarkar/nlp-class/raw/gh-pages/assets/notebooks/cfg.ipynb"
readings:
- author: Dan Jurafsky and James H. Martin
title: "Constituency Grammars (J+M chapter 12.1-12.2)"
url: "https://web.stanford.edu/~jurafsky/slp3/12.pdf"
abbr: "J+M chapter 12.1-12.2"
optional: false
- author: Dan Jurafsky and James H. Martin
title: "Constituency Parsing (J+M chapter 13.1-13.4)"
abbr: "J+M chapter 13.1-13.4"
url: "https://web.stanford.edu/~jurafsky/slp3/13.pdf"
title: "Constituency Grammars (J+M chapter 17)"
url: "https://web.stanford.edu/~jurafsky/slp3/17.pdf"
abbr: "J+M chapter 17.1"
optional: false
- author: Dan Jurafsky and James H. Martin
title: "Statistical Constituency Parsing (J+M chapter Appendix C.1-C.4)"
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url: "assets/lecture-slides/L16-dependency-parsing.pdf"
readings:
- author: Dan Jurafsky and James H. Martin
title: "Dependency Parsing (J+M chapter 14)"
abbr: "J+M chapter 14"
url: "https://web.stanford.edu/~jurafsky/slp3/14.pdf"
title: "Dependency Parsing (J+M chapter 18)"
abbr: "J+M chapter 18"
url: "https://web.stanford.edu/~jurafsky/slp3/18.pdf"
optional: false
- title: "Semantic Parsing"
tag: semparse
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url: "https://cs.stanford.edu/~pliang/papers/executable-cacm2016.pdf"
optional: false
- author: Dan Jurafsky and James H. Martin
title: "Logical Representations of Sentence Meaning (J+M chapter 15)"
abbr: "J+M chapter 15"
url: "https://web.stanford.edu/~jurafsky/slp3/15.pdf"
title: "Logical Representations of Sentence Meaning (J+M chapter 19)"
abbr: "J+M chapter 19"
url: "https://web.stanford.edu/~jurafsky/slp3/19.pdf"
optional: true
links:
- author: Bill MacCartney
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url: "assets/lecture-slides/L21-dialogue.pdf"
readings:
- author: Dan Jurafsky and James H. Martin
title: "Dialog Systems and Chatbots (J+M chapter 24)"
abbr: "J+M chapter 24"
url: "https://web.stanford.edu/~jurafsky/slp3/24.pdf"
title: "Chatbots and Dialogue Systems (J+M chapter 15)"
abbr: "J+M chapter 15"
url: "https://web.stanford.edu/~jurafsky/slp3/15.pdf"
optional: true
- title: "Coreference Resolution"
tag: coref
include: false
current: false
readings:
- author: Dan Jurafsky and James H. Martin
title: "Coreference Resolution (J+M chapter 21)"
abbr: "J+M chapter 21"
url: https://web.stanford.edu/~jurafsky/slp3/21.pdf
title: "Coreference Resolution (J+M chapter 26)"
abbr: "J+M chapter 26"
url: https://web.stanford.edu/~jurafsky/slp3/26.pdf
optional: true
- title: "Grounded Language"
tag: grounding
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