/
_config.yml
371 lines (371 loc) · 10.4 KB
/
_config.yml
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exclude: ['README.md', 'comp90042_2016', 'comp90042_2017', 'comp90042_2019']
timezone: Australia/Eastern
lectures:
# week 1, no workshops
-
date: 2019-3-5
title: Introduction and Preprocessing
slides: WSTA_L1_introduction.pdf
reading:
- <a href="https://web.stanford.edu/~jurafsky/slp3/2.pdf">JM3 Ch. 2</a>
notebook:
- WSTA_N1_preprocessing.ipynb
who: trevor
week: 1
show: 1
-
date: 2019-3-6
title: Information Retrieval with the vector space model
slides: WSTA_L2_ir_vsm.pdf
notebook: WSTA_N2_information_retrieval.ipynb
reading:
- <a href="http://nlp.stanford.edu/IR-book/pdf/06vect.pdf">IIR Chapter 6</a>
who: trevor
week: 1
show: 1
-
date: 2019-3-7
title: "Workshop on python basics (optional)"
type: workshop-on-day
worksheet:
- week1-python-01.pdf
who: tutors
week: 1
show: 1
# week 2
-
date: 2019-3-11
title: "Workshop on preprocessing and information retrieval"
type: workshop
worksheet:
- workshop-02.pdf
- solutions-02.pdf
who: tutors
week: 2
show: 1
-
date: 2019-3-12
title: Index compression and efficient query processing
slides: WSTA_L3_IR.pdf
reading:
- <a href="https://nlp.stanford.edu/IR-book/pdf/05comp.pdf">IIR Chapter 5</a>
who: matthias
week: 2
show: 1
-
date: 2019-3-13
title: Query completion and query expansion
slides: WSTA_L4_IR.pdf
reading:
- <a href="http://nlp.stanford.edu/IR-book/pdf/09expand.pdf">IIR Chapter 9 </a>
who: matthias
week: 2
show: 1
# week 3
-
date: 2019-3-18
title: "Workshop on index compression and efficient query processing"
type: workshop
worksheet:
- workshop-03.pdf
- solutions-03.pdf
who: tutors
week: 3
show: 1
-
date: 2019-3-19
title: Index construction and advanced queries
slides: WSTA_L5_IR.pdf
reading:
- <a href="http://nlp.stanford.edu/IR-book/pdf/04const.pdf">IIR Chapter 4</a>
- '<a href="https://link-springer-com.ezp.lib.unimelb.edu.au/book/10.1007%2F978-3-642-14267-3">Liu, Learning to Rank for Information Retrieval
, section 1.3: Learning to Rank</a>'
who: matthias
week: 3
show: 1
-
date: 2019-3-20
title: IR Evaluation and Learning to Rank
slides: WSTA_L6_IR_evaluation.pdf
reading: <a href="http://nlp.stanford.edu/IR-book/pdf/08eval.pdf">IIR Chapter 8</a>
who: trevor
week: 3
show: 1
# week 4
-
date: 2019-3-25
title: "Workshop on index construction and IR evaluation"
type: workshop
worksheet:
- workshop-04.pdf
- solutions-04.pdf
who: tutors
week: 4
show: 1
-
date: 2019-3-26
title: Text classification
slides: WSTA_L7_text_classification.pdf
reading:
- <a href="https://web.stanford.edu/~jurafsky/slp3/4.pdf">JM3 Ch. 4</a>
- <a href="https://web.stanford.edu/~jurafsky/slp3/5.pdf">JM3 Ch. 5</a>
- alternatively <a href="https://github.com/jacobeisenstein/gt-nlp-class/raw/master/notes/eisenstein-nlp-notes-10-15-2018.pdf">E18</a> 2.1, 4-4.1, 4.3-4.4.1
notebook: WSTA_N7_text_classification.ipynb
who: trevor
week: 4
show: 1
-
date: 2019-3-27
title: Ngram language modelling (error corrected in slides 28/3, again)
slides: WSTA_L8_n-gram_language_models.pdf
notebook: WSTA_N8_n-gram_language_models.ipynb
reading: <a href="https://github.com/jacobeisenstein/gt-nlp-class/raw/master/notes/eisenstein-nlp-notes-10-15-2018.pdf">E18</a> Ch 6 (skipping 6.3)
who: trevor
week: 4
show: 1
# week 5
-
date: 2019-4-1
title: "Workshop on text classification and ngram language modelling"
type: workshop
worksheet:
- workshop-05.pdf
- solutions-05.pdf
who: tutors
week: 5
show: 1
-
date: 2019-4-2
title: Lexical semantics
slides: WSTA_L9_lexical_semantics.pdf
reading:
- <a href="https://web.stanford.edu/~jurafsky/slp3/C.pdf">JM3 C.1-C.3</a>
notebook: WSTA_N9_lexical_semantics.ipynb
who: trevor
week: 5
show: 1
-
date: 2019-4-3
title: Distributional semantics
slides: WSTA_L10_distributional_semantics.pdf
reading:
- <a href="https://github.com/jacobeisenstein/gt-nlp-class/raw/master/notes/eisenstein-nlp-notes-10-15-2018.pdf">E18</a> 14-14.6 (skipping 14.4)
- or <a href="https://web.stanford.edu/~jurafsky/slp3/6.pdf">JM3 Ch. 15</a>
notebook: WSTA_N10_distributional_semantics.ipynb
week: 5
who: trevor
show: 1
# week 6
-
date: 2019-4-8
title: "Workshop on word semantics"
type: workshop
worksheet:
- workshop-06.pdf
- solutions-06.pdf
who: tutors
week: 6
show: 1
-
date: 2019-4-9
title: Part of Speech Tagging
reading:
- <a href="https://web.stanford.edu/~jurafsky/slp3/8.pdf">JM3 8.1-8.3, 8.5.1</a>
slides: WSTA_L11_part_of_speech_tagging.pdf
notebook: WSTA_N11_part_of_speech_tagging.ipynb
who: trevor
week: 6
show: 1
-
date: 2019-4-10
title: Deep learning for language models and tagging
who: trevor
slides: WSTA_L12_neural_sequence_models.pdf
reading:
- <a href="https://github.com/jacobeisenstein/gt-nlp-class/raw/master/notes/eisenstein-nlp-notes-10-15-2018.pdf">E18</a> 6.3 (skip 6.3.1), 7.6
week: 6
show: 1
# week 7
-
date: 2019-4-15
title: "Workshop on POS and deep learning for language models (schedule altered for Good Friday holiday)"
type: workshop
worksheet:
- workshop-07.pdf
- solutions-07.pdf
who: tutors
week: 7
show: 1
-
date: 2019-4-16
title: Information Extraction
slides:
reading: <a href="https://web.stanford.edu/~jurafsky/slp3/17.pdf"> JM3 Ch. 17 - 17.2 </a>
who: trevor
slides: WSTA_L13_information_extraction.pdf
week: 7
show: 1
-
date: 2019-4-17
title: Question Answering
slides: WSTA_L14_question_answering.pdf
reading:
- <a href="https://web.stanford.edu/~jurafsky/slp3/23.pdf"> JM3 Ch. 23 (skip 23.1.7, 23.2.3, 23.3) </a>
- E18 17.5.2 (skipping methods)
who: trevor
week: 7
show: 1
# week off
-
date: 2019-4-22
title: "Easter break"
week: 7
# week 8
-
date: 2019-4-29
title: "Workshop on information extraction and question answering"
type: workshop
worksheet:
- workshop-08.pdf
- solutions-08.pdf
who: tutors
week: 8
show: 1
-
date: 2019-4-30
title: Probabilistic Sequence Modelling
slides: WSTA_L15_probabilistic_sequence_models.pdf
notebook: WSTA_N15_hidden_markov_models.ipynb
reading:
- <a href="https://web.stanford.edu/~jurafsky/slp3/A.pdf">JM3 Ch. A.1, A.2, A.4</a>
who: trevor
week: 8
show: 1
-
date: 2019-5-1
title: Language theory and automata
slides: WSTA_L16_finite_state_automata.pdf
notebook:
reading:
- <a href="https://github.com/jacobeisenstein/gt-nlp-class/raw/master/notes/eisenstein-nlp-notes-10-15-2018.pdf">E18</a> Chapter 9.1 (skip starred parts)
who: trevor
week: 8
show: 1
# week 9
-
date: 2019-5-6
title: "Workshop on HMM and FSA"
type: workshop
worksheet:
- workshop-09.pdf
- solutions-09.pdf
who: tutors
week: 9
show: 1
-
date: 2019-5-7
title: Context-Free Grammars
slides: WSTA_L17_context-free_grammars.pdf
notebook: WSTA_N17_context-free_grammars.ipynb
reading:
- <a href="https://web.stanford.edu/~jurafsky/slp3/10.pdf">JM3 Ch. 10.1-10.5</a>
- <a href="https://web.stanford.edu/~jurafsky/slp3/11.pdf">JM3 Ch. 11-11.2</a>
who: trevor
week: 9
show: 1
-
date: 2019-5-8
title: Probabilistic Parsing (slides and notebook updated to correct mistakes, 8/5/19)
slides: WSTA_L18_probabilistic_grammars.pdf
notebook: WSTA_N18_probabilistic_parsing.ipynb
reading: <a href="https://web.stanford.edu/~jurafsky/slp3/12.pdf">JM3 Ch. 12-12.6</a>
who: trevor
week: 9
show: 1
# week 10
-
date: 2019-5-13
title: "Workshop on CFG and probabilistic parsing"
type: workshop
worksheet:
- workshop-10.pdf
- solutions-10.pdf
who: tutors
week: 10
show: 1
-
date: 2019-5-14
title: Dependency parsing
slides: WSTA_L19_dependency.pdf
reading: <a href="https://web.stanford.edu/~jurafsky/slp3/13.pdf">JM3 Ch. 13</a>
who: trevor
week: 10
show: 1
-
date: 2019-5-15
title: Discourse
slides: WSTA_L20_discourse.pdf
reading: <a href="https://github.com/rain1024/slp2-pdf/blob/master/chapter-wise-pdf/%5B21%5D%20Computational%20Discourse.pdf">JM2 Ch. 21 (21.1-21.3, 21.5-21.6)</a>
who: trevor
week: 10
show: 1
# week 11
-
date: 2019-5-20
title: "Workshop on dependency parsing and discourse"
type: workshop
worksheet:
- workshop-11.pdf
- solutions-11.pdf
who: tutors
week: 11
show: 1
-
date: 2019-5-21
title: Machine Translation, word based models
slides: WSTA_L21_machine_translation_word.pdf
notebook: WSTA_N21_machine_translation.ipynb
reading:
- <a href="https://github.com/rain1024/slp2-pdf/raw/master/chapter-wise-pdf/%5B25%5D%20Machine%20Translation.pdf">JM2 Chapter 25</a>, intro, 25.3-25.6
who: trevor
week: 11
show: 1
-
date: 2019-5-22
title: Machine translation, phrase based translation and neural encoder-decoder
slides: WSTA_L22_machine_translation_phrase.pdf
reading:
- <a href="https://github.com/rain1024/slp2-pdf/raw/master/chapter-wise-pdf/%5B25%5D%20Machine%20Translation.pdf">JM2 Chapter 25</a>, 25.7-25.9
- E18 18.3–18.3.2
week: 11
who: trevor
show: 1
# week 12
-
date: 2019-5-27
title: "Workshop on machine translation"
type: workshop
worksheet:
- workshop-12.pdf
- solutions-12.pdf
who: tutors
week: 12
show: 1
-
date: 2019-5-28
title: Memory-enhanced models for Discourse Understanding (Fei Liu)
who: guest
slides: WSTA_L23_memory.pdf
week: 12
show: 1
-
date: 2019-5-29
title: Subject review
slides:
- WSTA_L24_review.pdf
reading:
- <a href="https://course-work.unimelb.edu.au/handle/11343/190835">exams from previous years on the library website</a> (2017 most relevant)
- see LMS for solutions to 2017 exam
who: trevor
week: 12
show: 1