hpsftest-dataTest_Humor-Generation

FunnyFactory,KeithHarris,MattGamble,MikeCialowicz,ZeidRusan,OurMissions:1-Toexplorestrangenewworlds.2-Givenaninputedsentence,outputthestatisticallyfunniestresponsebasedoncomedicdata.,“OnScreen!”,OurApproach:1-Learnfromrelationshipsbetweenwordsinjokes.2-Learnfromsentencestructuresofjokes.,Step1:Collectdata(2.5MB),Setup1:“IfeelbadgoingbehindLoisback.”Setup2:“DontfeelbadPeter.”Zinger!:“OhIneverthoughtofitlikethat!”,.,.,Step2:Tagthejokes(Size=3.5MB),“IfeelbadgoingbehindLoisback.”“DontfeelbadPeter.”/VB/NN/JJ/NNP“OhIneverthoughtofitlikethat!”/UH/PRP/RB/VBD/IN/PRP/IN/DT,Attach:,Attach:,Attach:,“Whotaggedthatthere?”,/PRP/VBP/JJ/NN/IN/NNP/RB,Step3a:Zingerwordcounts(100MB),IfeelbadgoingbehindLoisback,Foreachword:,Count!,Intuition:WordrelationsinZingersshouldhelpusconstructourown!,Forwordfeel:,Step3b:Crosssentencecounts(#MB),Foreachadjacentpairinsetups:,Intuition:WordsininputshouldhelpusplaceaseedwordinZingersweareconstructing!,Forfeel,bad:,Count!:,OhIneverthoughtofitlikethat!,DontfeelbadPeter,Step3c:Structurecounts(2.2MB),OhIneverthoughtofitlikethat!/UH/PRP/RB/VBD/IN/PRP/IN/DT,Foreachsentence:,Count!:,Intuition:UsingknownfunnyZingerstructuresshouldyieldfunnierconstructedZingers.,Step4:Smoothing!,Converteddictionarycountstoprobabilitiesusing:Laplacesmoothing(k=1)Lidstoneslaw(k=0.5,0.05),“Damnthatssmooth”,Step5:Makeasentence!,Thisisanexamplesensemakessense/DTmakessense“Thismakessense”,Inputsentence:,Getseedword:,Generatemorewords:,Getastructure:,Completesentence:,HighestProb,HighestProb,HighestProb,HighestProb,Step6:DEMO!,5/11/20064:13amintheLinuxLab,“YEAHBOYYYYYYYY!”,Step7:FutureWork,-Incorporatesemantics.-CollectMOREdata.(Needabettercomputer)-Applyweightstocrosssentencecounts-Evaluateusingtestsubjects(mainlyBilly)withdifferentcombinationsofweightandprobabilit