excerpt.txt

   1 Ch1:  complete
   2 Overview
   3
   4 Ch2:  complete
   5 Regex, (non-)deterministic automata
   6
   7 Ch3:  Intro, 3.1, 3.2, 3.8, 3.9, 3.10, 3.11, Summary, Notes
   8 Morfology, stem, affix, form words from stems, porterstemmer, spelling, minimal
   9         edit/levehnstein
  10
  11 Ch4:  Intro, 4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7.intro, 4.8, 4.9, 4.10, 4.11, Summary, Notes
  12 NGrams, smoothing, perplexity, entropy
  13
  14 Ch5:  complete
  15 POS-tagging, rulebased, hmm, viterbi, table, noisy channel, noisy channel
  16         spelling
  17
  18 Ch6:  Intro, 6.1, 6.2, 6.3, 6.4, 6.5,  6.6, 6.7, 6.8, Summary, Notes
  19 hmm, forward, viterbi, forwardbackward, mem (hypothesis, iterate),
  20
  21 Ch7:  Intro, 7.1, 7.3, 7.4, Summary
  22 Phonetics, features, voicing, spectogram, IPA
  23
  24 Ch8:  complete
  25 Synthesis, (norm-phonetic-prosody-repr-make), diphone, unit selection
  26
  27 Ch9:  complete
  28 asr, cepstralfeature-model,likelihood-viterbi/codebook(distance), worderrorrate
  29
  30 Ch12: Intro, 12.1, 12.2, 12.3, 12.4, 12.5, 12.6, 12.7.intro, 12.7.1, 12.8, Summary, Notes
  31 Grammar, CFG, sample grammars, head(most important), chomsky nf, spoken(disfl)
  32
  33 Ch13: complete
  34 Syntax parsing, top down(cky), bottomup(early), partial(IOB)
  35
  36 Ch14: Intro, 14.2, 14.3, 14.4, 14.5, 14.6, 14.7, 14.8, 14.9,  14.10, Summary, Notes
  37 Statistical parsing, PCFG, PCKY, rule calculation, problems, improvements,
  38         lexicalized PCFG, collins, evaluation(rec/prec), human parsing(gardenpath)
  39
  40 Ch15: Intro, 15.1, 15.2, 15.3, 15.5.intro, 15.5.1, 15.6.intro, 15.6.1, Summary, Notes
  41 Features, unification, structures, grammar addition, typing
  42
  43 Ch16: Intro, 16.1, 16.3, Summary
  44 Complexity, chomsky hierarchy, nl not cfg
  45
  46 Ch17: complete
  47 Meaning, ambiguity, fologin, canonical form, inference, expressiveness.
  48         first order logic, lambda notation. event/state notation(time,aspect
  49         description subsumption
  50
  51 Ch18: Intro, 18.1, 18.2, 18.6, Summary
  52 Computational semantics, syntax driven, idioms and compositionality
  53
  54 Ch19: complete
  55 Lexical semantics, word sense, relations(synonym...), wordnet, roles, propbank,
  56         framenet, component analysis, metaphors
  57
  58 Ch20: complete
  59 Computational lexical semantics, sense disambiguation, supervised method,
  60 evaluation, dictionary method(lesk), bootstrapping, similarity(thesaurus,
  61 distributional), vector distances, hyponymy, role labeling
  62 word2vec
  63
  64 Ch21: Intro, 21.1, 21.3, 21.4, 21.5, 21.6, 21.7, Summary
  65 Computational discourse, dialogue, coherence, segmentation, reference
  66         resolution, reference phenomena, pronom anaphora resolution, coreference
  67
  68 Ch22: complete
  69 Information extraction, named entities(rec/prec), relations
  70         ((lightly)supervised),, temporal/event(normalization, timebank) template
  71         filling (fsm,stat)
  72
  73 Ch23: Intro, 23.1, 23.2, 23.3, 23.6, Summary
  74 question answering, summarization, information retrieval(vectorspace), factoid
  75 answering(query formulation, classification, passage retrieval, answer
  76 processing, evaluation), summarization, focussed summarization/qa
  77
  78 Ch24: complete
  79 Dialogue, conversational agents, human conversation(turn taking, speech acts,
  80 grounding, structure, implicature),
  81 basic: dialogue system(asr, nul, ttl, dialogue manager,
  82         confirmation/rejection), ds design/evaluation, information state(dialacts)
  83 marko decision, plan based
  84
  85 Ch25: complete
  86 Machine translation, difficulties(typology, structural divergence, lexical
  87 divergence)
  88 classical mt: vauquois triangle, direct, syntactic transfer, semantic transfer
  89 statistical mt: phrase based, alignment, IBM model, HMM alignment, EM training,
  90 decoding
  91 evaluation