Classics

52 papers that built the field

23 decks · 748 cards

• A Mathematical Theory of CommunicationWeek 1 · Shannon, 1948
  65 cards · 19 sections
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• Computing Machinery and IntelligenceWeek 2 · Turing, 1950
  44 cards · 7 sections
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• Distributional StructureWeek 3 · Harris, 1954
  37 cards · 8 sections
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• Three Models for the Description of LanguageWeek 4 · Chomsky, 1956
  46 cards · 7 sections
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• ELIZA: A Computer Program for the Study of Natural Language Communication Between Man and MachineWeek 5 · Weizenbaum, 1966
  32 cards · 3 sections
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• A Tutorial on Hidden Markov Models and Selected Applications in Speech RecognitionWeek 6 · Rabiner, 1989
  46 cards · 16 sections
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• Word Association Norms, Mutual Information, and LexicographyWeek 7 · Church & Hanks, 1990
  29 cards · 10 sections
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• The Mathematics of Statistical Machine Translation: Parameter EstimationWeek 8 · Brown et al., 1993
  40 cards · 13 sections
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• Building a Large Annotated Corpus of English: The Penn TreebankWeek 9 · Marcus et al., 1993
  29 cards · 9 sections
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• WordNet: An On-line Lexical DatabaseWeek 10 · Miller et al., 1990
  38 cards · 5 sections
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• Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsWeek 11 · Yarowsky, 1995
  27 cards · 9 sections
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• Centering: A Framework for Modeling the Local Coherence of DiscourseWeek 12 · Grosz et al., 1995
  32 cards · 9 sections
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• A Maximum Entropy Approach to Natural Language ProcessingWeek 13 · Berger et al., 1996
  30 cards · 12 sections
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• Long Short-Term MemoryWeek 14 · Hochreiter & Schmidhuber, 1997
  26 cards · 14 sections
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• Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence DataWeek 15 · Lafferty et al., 2001
  25 cards · 7 sections
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• BLEU: a Method for Automatic Evaluation of Machine TranslationWeek 16 · Papineni et al., 2002
  27 cards · 9 sections
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• Thumbs up? Sentiment Classification using Machine Learning TechniquesWeek 17 · Pang et al., 2002
  26 cards · 11 sections
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• Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsWeek 18 · Collins, 2002
  26 cards · 11 sections
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• Statistical Phrase-Based TranslationWeek 19 · Koehn et al., 2003
  28 cards · 15 sections
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• Accurate Unlexicalized ParsingWeek 20 · Klein & Manning, 2003
  25 cards · 11 sections
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• A Neural Probabilistic Language ModelWeek 21 · Bengio et al., 2003
  24 cards · 12 sections
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• Latent Dirichlet AllocationWeek 22 · Blei et al., 2003
  25 cards · 15 sections
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• Non-projective Dependency Parsing using Spanning Tree AlgorithmsWeek 23 · McDonald et al., 2005
  21 cards · 12 sections
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