* class lectures
  * {{:lecture_1.ppt|Lecture 1}}    
  * {{:lecture_2.ppt|Lecture 2}}    
  * {{:lecture_3.ppt|Lecture 3}}    
  * {{:lecture_4.ppt|Lecture 4}}    
  * {{:lecture_5.ppt|Lecture 5}}    
  * {{:lecture_6.ppt|Lecture 6}}    
  * {{:lecture_7.ppt|Lecture 7}}    
  * {{:lecture_8.ppt|Lecture 8}}    
  * {{:lecture_9.ppt|Lecture 9}}    
  * {{:lecture_10b.ppt|Lecture 10}}    
  * {{:lecture_11.ppt|Lecture 11}}    
  * {{:lecture_12.ppt|Lecture 12}}    
  * {{:vector_space_model-updated.ppt|Lecture 13 razieh}}    
  * {{:lecture_13_ir_and_vsm_.ppt|Lecture 13 alternative}}    
  * {{:lecture_14_text_classification.ppt|Lecture 14 elnaz}}    
  * {{:lecture_14_text_classification_.ppt|Lecture 14 alternative incomplete}}    
  * {{:lecture_14_-_cohen.ppt|Lecture 14 alternative 2}}    
  * {{:lecture_15_6390e_mee_parser_clustering_cng.ppt|Lecture 15 ameeta}}    
  * {{:lecture_16_haluk-presentation.pdf|Lecture 16 haluk - probabilistic modelling and joint distribution model}}    
  * {{:lecture_17_fullyindependentandnaivebayesmodels-ny.pdf|Lecture 17 nikolay}}    
  * {{:n-gram_presentation.ppt|Lecture 18 razieh}}    
  * {{:lecture_18_ngram_models.pps.ppt|Lecture 18 bahareh}}    
  * {{:hmm.ppt|Lecture 19 leah}}      
  * {{:lecture_19_cl_-_hidden_markov_models.pdf|Lecture 19 rados}}    
  * {{:hmm.ppt|Lecture 19 leah}}    
  * {{:bayesian_network.pdf|Lecture 20 Bart}}    
  * {{:lecture_20_bayesian-networks.ppt|Lecture 20 nariman}}    
  * {{:lecture_21_probabilisticparsing.ppt|Lecture 21 dmitri}}    

* miscellaneous lectures
  * {{:fsa-re-2009.pdf|FSA}}    
  * {{:just-in-time.ppt|just in time subgrammar extraction}}
  * {{:modularhpsg.ppt|modular hpsg}}
  * {{:kn-talk.ppt|machine translation}}
  * {{:dtree18.pdf|decision trees}}
  * {{:gmm14.pdf|clustering with gaussian mixtures}}
  * {{:cpe480lecture_04.ppt|syntax}}
  * {{:cpe480lecture_05-1.ppt|parsing}}
  * {{:cpe480lecture_06.ppt|semantics}}
  * {{:tagging_slides.pdf|tagging}}

  * statistical machine translation - esslli
    * {{:esslli-slides-day1.pdf|esslli 1}}
    * {{:esslli-slides-day2.pdf|esslli 2}} 
    * {{:esslli-slides-day3.pdf|esslli 3}}
    * {{:esslli-slides-day4.pdf|esslli 4}}
    * {{:esslli-slides-day5.pdf|esslli 5}}