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74.419 Artificial Intelligence 2005/06. Features, Gaps, Movement Questions and Passives. Features, Gaps, and Questions. Features Questions Passives Gaps Movement. Verb SUBCAT Feature. Sample Rule: ( VP ) ( V SUBCAT -np-vp:inf ) ( NP ) ( VP VFORM inf ).
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74.419 Artificial Intelligence 2005/06 Features, Gaps, Movement Questions and Passives
Features, Gaps, and Questions • Features • Questions • Passives • Gaps • Movement
Verb SUBCAT Feature Sample Rule: (VP) (VSUBCAT -np-vp:inf) (NP) (VPVFORM inf) Example: (VP) (wantSUBCAT -np-vp:inf) (class) (to endVFORM inf)
Prep. Phrases - PFORM Feature Sample Rule: (VP) (VSUBCAT -np-pp:loc) (NP) (PPPFORM LOC) Example: (VP) (putSUBCAT -np-pp:loc) (the tire) (on the capPFORM loc)
More Verb SUBCATs Sample Rule: (VP) (VSUBCAT -np-adjp) (NP) (ADJP) Example: (VP) (heldSUBCAT -np-adjp) (the cop) (responsible)
Auxiliaries - Some Features Modal Verb Verb form 'past' e.g.did buy person, number e.g. I, you, he, we, they did Complement Verb form'base' e.g. did buy Verb form 'base' e.g.have paid Complement Verb form'past participle' e.g.have seen
VP (AUXCOMPFORMbase) (VPVFORMbase) cansee have to match (unification) VP (AUXCOMPFORM?s) (VPVFORM?s) general form VP (AUXCOMPFORMing) (VPVFORMing) isbringing progressive perfect, with past participle VP (AUXCOMPFORMpastprt) (VPVFORMpastprt) hasbrought
Category (POS), here: PP-word (prepositional phrase) These characteristics give information about the type of the answer! sentence / phrase:question Q, relative clause R type, here:time specification POS category, here: pronoun agreement, matches:3rd person singular or plural type of PP, here:location, motion spec. binary featurePOSS: possessive QDET: used as determiner
Rules for NP(noun phrase) PROquestion word (possessive pronoun): who, whose (POSS +), which, what Features: POSS, WH from rule 1 (POSS +): whose (book) Complement NP QDETquestion (determiner): which (book), what (file) PPwith NP question: in which store, in whose pockets PPquestion: where, when inheritance of features
Parsing Question - Which dogs did he see? gap - NP missing
Active and Passive - Example gap - NP missing
Passives - Example The box was moved. VP[pastprt, +passgap]V[_np, pastprt] moved moveis normally V[_np] np is missing,thus +passgap VP (AUX[be]) (VP[pastprt], +passgap) wasmoved VP[pastprt, +passgap] (AUX[be]) (VP[pastprt], +passgap) features are inherited downwards / passed upwards from main verb, VP (move, moved)
Additional References • James Allen: Natural Language Understanding. Benjamin Cummings, 1995