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    《JournalofMachineLearningResearch》论文投稿格式模板.docx

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    《JournalofMachineLearningResearch》论文投稿格式模板.docx

    InstructionsforFormattingJMLRArticles:AMicrosoftWordTemplate1.esliePackKaelblinglpkalmit.eduArtificialIntelligenceLaboratoryMassachusettsInstituteofTechnology545TechnologySquareCambridge,MA02139,USADavidCohndavid.cohnburning-BurningGlassTechnologies201S.CraigStreet,2WestPittsburgh,PA15213,USAEditor:LeslieLamportAbStraCtThisdocument,whichisbasedonanearlierdocumentbyMintonetal.,(1999),describestherequiredformattingofJMLRpapers,includingmargins,fonts,citationstyles,andfigureplacement.ItdescribeshowauthorscanobtainanduseaLATEXstylefilethatwilleaseadherencetotherequirements.ItalsocontainsasectiononavoidingformattingerrorsthatfrequentlyappearinJMLRsubmissions.WhiletheformatrequirementsareonlycompulsoryIbrfinalsubmissions,Weencourageauthorstoadoptandadheretoitsrecommendationsthroughoutthesubmissionprocess.Keywords:format,Microsoftwordtemplate1 IntroductionToensurethatallarticlespublishedinthejournalhaveauniformappearance,authorsmustproduceaPostScriptorPDFdocumentthatmeetstheformattingspecificationsoutlinedhere.Thedocumentwillbeusedforboththehardcopyandelectronicversionsofthejournal.ThisdocumentbrieflydescribesandillustratestheJMLRformat.ItdrawsveryheavilyfromanearlierdocumentbyMintonetal.,(1999).YourarticleshouldlookassimilaraspossibletoPostScriptversionorPDFversionofthisdocument,ortotheJMLRsamplearticlewhichcanbefoundathttp:/www.jmlr.org/fdrmat/sample.ps.Belowweoutlinethebasicspecifications,includingfontsizes,margins,etc.However,thepointistohaveyourarticleslooksimilartothesample,andwhenindoubtyoushouldusethesampleasyourguide.PleasefeelfreetocontacttheeditorofJMLRifyouhaveanyquestions.Theremainderofthisdocumentisorganizedasfollows.Section2describesthestyleandformattingrequirementsforJMLRpapers.Section3describeshowtoobtaintheformattingtemplatesthatshouldsimplifyfollowingtherequirements,andSection4describescommonformattingerrorsthatshouldbeavoided.2 StyleandFormatPapersmustbeprintedinthesinglecolumnformatasshownintheenclosedsample.Marginsshouldbe11/4inchleftandright.Headersshouldbe1/2inchfromtopandfootershouldbe1inchfrombottomofpage.Titleshouldstart11/2inchesfromthetopofthepage.©2002LeslieP.KaelblingandDavidCohn2.1 FontsYoushoulduseTimesRomanstylefonts.Pleasebeverycarefulnottousenonstandardorunusualfontsinthepaper.Includingsuchfontswillcauseproblemsformanyprinters.HeadersandFootersshouldbein9pttype.Thetitleofthepapershouldbein14ptboldtype.Theabstracttitleshouldbein1Iptboldtype,andtheabstractitselfshouldbeinIOpttype.Firstheadingsshouldbein12pointboldtypeandsecondheadingsshouldbein11pointboldtype.Thetextandbodyofthepapershouldbein11pointtype.2.2 TitleandAllthorSThetitleappearsnearthetopofthefirstpage,centered.Authors'namesshouldappearindesignatedareasbelowthetitleofthepaperintwelvepointboldtype.Authors*affiliationsandcompleteaddressesshouldbeinitalics,andtheirelectronicaddressesshouldbeinsmallcapitals(seesamplearticle).2.3 AbstractTheabstractappearsatthebeginningofthepaper,indented1/4ofaninchfromtheleftandrightmargins.Thetitle''Abstract"shouldappearinboldface11pointtype,centeredabovethebodyoftheabstract.Theabstractbodyshouldbein10pointtype.2.4 HeadingsandSectionsWhennecessary,headingsshouldbeusedtoseparatemajorsectionsofyourpaper.First-levelheadingsshouldbein12pointboldtypeandsecond-levelheadingsshouldbein11pointboldtype.Donotskipalinebetweenparagraphs.Third-levelheadingsshouldalsobein11pointboldtype.Allheadingsshouldbecapitalized.Afteraheading,thefirstsentenceshouldnotbeindented.Referencestosections(aswellasfigures,tables,theoremsandsoon),shouldbecapitalized,asin''InSection4,weshowthat.'1.2.4.1 AppendicesAppendices,ifincluded,followtheacknowledgments.Eachappendixshouldbelettered,e.g.,''AppendixA”.Ifonlineappendicesaresubmitted,theyshouldnotbeincludedinthefinalmanuscript(seebelow),althoughtheymaybereferredtointhemanuscript.Theywillbepublishedonlineinseparatefiles.TheonlineappendicesshouldbenumberedandreferredtoasOnlineAppendix1,OnlineAppendix2,etc.2.4.2 AcknowledgementsTheacknowledgmentssection,ifincluded,appearsafterthemainbodyofthetextandisheaded''Acknowledgments.1'Thesectionshouldnotbenumbered.Thissectionincludesacknowledgmentsofhelpfromassociatesandcolleagues,financialsupport,andpermissiontopublish.2.5 FiguresandTablesFiguresandtablesshouldbeinsertedinproperplacesthroughoutthetext.Donotgroupthemtogetheratthebeginningofapage,noralthebottomofthepaper.Numberfiguressequentially,e.g.,Figure1,andsoon.Thefigureortablenumberandthecaptionshouldappearundertheillustration.Leaveamarginofone-quarterincharoundtheareacoveredbythefigureandcaption.Captions,labels,andothertextinillustrationsmustbeatleastnine-pointtype.Atpresent,sometypesofillustrationsinyourmanuscriptmaycauseproblemsforsomeprinterspreviewers.Althoughthisisgraduallybecominglessofanissue,weencourageauthorstouse''reliable"programsforproducingfigures.Beforeyourpapercanbeaccepted,WemustverifythatallyourfiguresprintsuccessfullyonourprintersandmaybeviewedwithAdobeAcrobatReaderorGhostview.CPUSpeedWageABCTable1.NotewellthatJMLRexpectstablecaptionsbelowthetable.>=9ptfont.2.6 HeadersandFootersThefirstpageofyourarticleshouldincludethejournalname,volumenumber,yearandpagenumbersintheupperleftcorner,thesubmissiondateandpublicationdateintheupperrightcorner,andthecopyrightnoticeinthelowerleftcorner.Theeditorwillletyouknowthevolumenumber,year,pages,submissiondateandpublicationdate.Ontheevennumberedpages,theheaderofthepageshouldbetheauthors'names.Ontheoddpages,startingwithpage3,theheadershouldbethetitleofthepaper(shortenedifnecessary,asinthesample).2.6.1 PageNumberingandPublicationDateUponcompletionofyourarticleandfinalapprovaloftheeditor,youwillbeassignedapagenumberthatshouldbethefirstpageofyourarticle.Youshouldnumbertheremainderofyourarticleaccordingly.Pagenumbersshouldappearatthebottomofthepageinthecenter.Youwillalsobeassignedavolumenumberandpublicationdatethatyouwilluseintheheader.TipforMicrosoftWordusers:Tostartyourpagenumberingat,say,50,gotoInsert/PageNumbers/Format/Startat:50.2.6.2 FootnotesWeencourageauthorstousefootnotessparingly,especiallysincetheymaybedifficulttoreadonline.Footnotesshouldbenumberedsequentiallyandshouldappearatthebottomofthepage,asshownbelow.12.7 ReferencesThereferencesectionshouldbelabeled''References"andshouldappearattheendofthepaperinnatbibformat.AsamplelistofreferencesisgiveninAppendixA.Poorlyprepared,incompleteorsloppyreferencesreflectbadlyonthequalityofyourscholarship.Pleasepreparecompleteandaccuratecitations.Citationswithinthetextshouldincludetheauthor'slastnameandyear,forexample(Cheeseman,1992).Appendlower-caseletterstotheyearincasesofambiguity,asin(Cheeseman,1993a).Multipleauthorsshouldbetreatedasfollows:(Cheeseman&Englemore1988)or(Englemore,Cheeseman&Buchanan,1992).Inthecaseofthreeormoreauthors,thecitationcanbeshortenedbyreferringonlythefirstauthor,followedby''etal.,asin(Clanceyetal.,1991).Multiplecitationsshouldbeseparatedbyasemi-colon,asin(Cheeseman,1993a;Buntine,1992).Iftwoworkshavethesameauthororauthors,theappropriateformatisasfollows:(Drummond1990,1991).Iftheauthors'namesarementionedinthetext,thecitationneedonlyrefertotheyear,asin''CheesemanandEnglemore(1988)showedthat.".AIbotnoieshouldappearlikethis.Plcascensure(hatyourfootnotesarccomplete,fullypunctuatedsentences.Ingeneral,youshouldn'thaveparentheticalstatementsembeddedinparentheticalstatements.Therefore,citationswithinparentheticalstatementsshouldnotbeembeddedinparentheses.Usecommasasseparatorsinstead.Forinstance,ratherthan''(asshownbyBresina(1992)"youshouldwrite''(asshownbyBresina,1992)".Similarly,''(e.g.,(Bresina,1992)"shouldbe'v(e.g.,Bresina,1992).Notethatthenatbibstylefilesupportstheinclusionofprefixesincitations.3 FormattingTemplatesToreadyyourworkforpublication,pleasetypesetitusingsoftwaresuchLATEXthatproducesPostScriptorPDFoutput(LATEXispreferred.)ALATEXstylefileisavailableathttp:/www.jmlr.org/format/jmlr2e.styorfromtheeditor.ThereisalsoatemplateforMicrosoftWord,whichcanproducePDFfilesviatheAcrobatproduct.Wehopetoeventuallyhavemacros/samplesforotherdocumentpreparationsystemsaswell.WerecommendworkingfromtheLATEXsourceofthesamplearticle(athttp:/www.jmlr.org/fbrmat/sample.tex),whichhasbeenannotatedtosimplifyuseofthemacrosinthestylefile.IfyoumustuseadocumentpreparationsystemotherthanLATEX,pleasediscussthiswiththeeditorpriortosubmittingyourfinaldocument.IfyoudonothavethesoftwarenecessarytoproduceacceptablePostScriptorPDFfiles,theeditorwillrecommendaprofessionalserviceforformattingyourarticle.(Authorswillberesponsibleforpayingforthisservice).3.1 Usingjmlr2estyTheLATEXsourceforthesamplepaper,athttp:/www.jmlr.org/format/sample.tex,detailstheuseofmostofthemacrosinjmlr2e;wedescribeafewofthemacroshereforillustration.ThepapershouldbeginwithaspecificationofthedocumentclassandJMLRstylefile:documentclasstwoside,llptarticle)Xusepackagejmlr2eThefollowingcommandcanbeusedintheLaTexversionofyourpapertosetthefirstpageheader:jmlrheading120001-484/0010/00authorlist)#dates/pagesfromeditorTosetyourtitleandauthorsforheadings:XShortHeadingsshorttitle)shortauthorsForexample:XShortHeadingsMinimizingConflictsMintonetal.Tosetyourpagenumbers:firstpageno(?)thepagenumberyouareassignedtostartwithbytheeditor.Authorsarespecifiedwiththe''author"macro:authornameAuthorOneemailauthor-one-emailaddrAuthorOneaddresslineoneAuthorOneaddresslinetwoWAuthorOneaddresslinethree.ANDnameAuthorTwoemailauthor-two-emailaddrAuthorTwoaddresslineoneAuthorTwoaddresslinetwoAuthorTwoaddresslinethree.)Ifmultipleauthorsshareanaffiliation,itmaybeappendedtothegroupbyspecifying:athornameAuthorOneemailauthor-one-emailnameAuthorTwoemailauthor-two-emailaddrAuthors,addresslineoneWAuthors,addresslinetwoAuthors,addresslinethree.3.2 CitationsusingnatbibTherecommendedcitationstylefile,natbib,isincludedinjmlr2e.sty.ItsupportsthecitationstylesdescribedinSection2.7withmacrossuchascitepandcitet).Thebasicusesofcitep)andcitet)areasfollows:citetjon90=>Jonesetal.(1990)citetchap.-2jon90)=>Jonesetal.(1990,chap.2)citepjon90=>(Jonesetal.,1990)citepchap.2jon90=>(Jonesetal.,1990,chap.2)citepseejon90=>(seeJonesetal.z1990)citeseechap.2jon90=>(seeJonesetal.,1990,chap.2)citet*jon90=>Jones,BakerzandWilliams(1990)citep*jon90=>(Jones,Baker,andWilliams,1990)Fordetailsonmakingcitationswithnatbibmacros,seethenatbibdocumentationDaly97,acopyofwhichisavailableathttp:/www.jmlr.org/fdrmat/natbib.pdf.4 AvoidingCommonErrorsAswedothefinaleditingpassesonJMLRpapers,wefindafairlyconsistentsetofproblemsrepeatedoverandover.Here'salistofthem.JMLRwon'tenforceconformitywiththeserules,butitwouldcertainlypleasetheeditorsifyoufollowedthem.4.1 DashesDashesshouldbeused-withcaretosetoffinterjectionsinasentence.Theyshouldbelongandthereshouldnotbespacesbetweenthemandtheprecedingandfollowingwords.Thus,inLaTeX,theinputshouldlooklikethis:4.2 Dashesshouldbeused-withcare-tosetoff.4.3 1.owercasenames4.4 Thenamesoffields,algorithms,methods,etc.,shouldbeinlowercase:cognitivescience,reinforcementlearning,principalcomponentsanalysis.Exceptionsarewhentheyareinnamesoforganizationalentities,likeCognitiveScienceDepartment,orwhentheyincludepropernames,suchasMarkovdecisionprocessesorGaussiandensities,orBayes'rule.4.5 1.atinabbrevs.ScientistsseemtoliketousetheLatinabbreviationsi.e.andc.g.First,dliketoencourageyoutotrytodowithoutthem.Ifyoucan't,thenusetheEnglishequivalents(''thatis"insteadofi.e.and''forexample11insteadofe.g.)IfyoureallylovetheLatin(thenyou'reaLatinlover?)youshouldatleastdoitright.Thereshouldbeaperiodaftereachletter(becausethey'reabbreviations),andthereshouldbeacommaaftertheexpression.Ifyou'readdictedtothesethings,IencourageyoutodefineanduseLaTeXmacroslikenewcommandiei.e.4.6 EquationnumbersOnlynumberequationsthatareactuallyreferredtolaterinthetext.4.7 CitationsCitationsarenotnouns.Itisnotcorrecttosay''Usingthemethodof(Smith,1999),we."Instead,say''UsingthemethodofSmith(1999),we."or''UsingthemethodofpartialCliscombobulation(Smith,1999),weSeethesectiononreferences(Section2.7)formoredetailsoncorrectandincorrectcitationforms.4.8 PunctuatemathSentenceswithmathematicalstatementsinthemarestillsentences,subjecttotheusualrulesofgrammarandpunctuation.AsKnuthetal.,(1989)say,1 recommend this book highly to anyone who likes to think about technical writing. While we're on the subject, I also highly recommend the (sadly, out of print) Handbook for Scholars by Mary-Claire van Leunen (1992).youshouldtestthisbyreadingoutyourpaperwiththingslike''snort"and''grunt,'substitutedinforthemathematicsandlisteningtoseewhetherit,sgrammaticallycorrect.Itoftenimprovesreadabilityifthepunctuationindisplayedequationsismovedouttotherightabit.InLaTeX,youcanwritea=b;.togetareasonableamountofspacebetweentheequationandtheperiod.Neverputafootnotedirectlyafteramathematicalexpression;itistooeasilyconfusedwithanexponent.4.9 HyphenatingcompoundnounsWhenyouhavealongstringofnounstogether,theyoftenneedhyphenationtomakethemeaningclear(andtomakeyoureditorhappy).Herearesomeexamplesofcorrectexpressions:reinforcementlearningreinforcement-learningalgorithmdelayed-reinforcementlearning(learningfromdelayedreinforcement)delayedreinforcementlearning(reinforcementlearningthatisdelayed)Whataretherules?Here'sasimpleview:bydefault,modifiersbindtothephrasetotheirright.Ifyouwanttooverridethat,thenyouneedtouseahyphen.Considerthestringofwords''countrychickenpumpdispenser"(seeninanactualcatalog).A''pumpdispenser"iseithersomethingthatdispensespumpsorthatdispensesbypumping.A''chickenpumpdispenser"is,perhaps,apumpdispenserintheshapeofachicken.Buta''chicken-pumpdispenser"issomethingthatdispenseschickenpumps.Theobjectinthecatalogwasasoapdispenserintheshapeofacountrychicken(asopposedtoacitychicken,Iguess)withapump.So,probably,itshouldhavebeena''countrychickenpumpdispenser",since''pump"modifies''dispenser,"''country"modifies''chicken,"andthephrase''countrychicken"modifies''pumpdispenser."Whcw.Manypeoplethinkit'sbadformtousesuchlongstringsofnounsanyway.4.10 Don'tuse''utilize.*4.11 Don,tstartasectionwithasubsectionAsectionheadingshouldneverimmediatelyfollowanothersectionheadingwithoutinterveningtext.Sodon'tdothis:5 .ExperimentalResults5.1 ResultsonaSimulatedDomainInstead,dothis:5. ExperimentalResultsInthissection,wefirstdescribeblah,blah,blah.5.1 ResultsonaSimulatedDomainAcknowledgementsWhohelped,funded,etc.AppendixA:NatbibReferenceExamplesAnyappendixcomesbeforethereferences.Thefollowingformattingexamplesareintendedtobeillustrative,notexhaustive.Ifyouareuncertainabouttheproperformatforareference,pleasecontacttheJMLReditors.A.l.BookRichardBellman.DynamicProgramming.PrincetonUniversityPress,Princeton,NewJersey,1957.A.2.EditedBookRobertR.BushandWilliamK.Estes,editors.StudiesinMathematicalLearningTheory.StanfordUniversityPress,Stanford,California

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