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Realization in the Dependency Directed Text Generation System.

The DDTG implemented a set of rules that was meant to include much of the information gathered from the above sources. In implementing rhetorical relations, [Larson, 1984] and [Vander Linden et al., 1992] were the main sources. [Hovy, 1988] contributed much towards the implementation of formality.

Rhetorical Structures.

The main focus of the DDTG rule set was on implementing the causal rhetorical relations of reason-RESULT, means-RESULT and purpose- MEANS. The rules for these relations will be described, along with the simpler realizations of the other rhetorical relations present in the example text.

reason-RESULT

I. One sentence
   A. reason is a state, easily made into an adjective, then use
        reason-agent ``is'' ``so'' reason-adjective RESULT
        ``He was so angry he hit him''
   B. reason in focus, then use
        Result ``because'' reason
        ``We are not ruled by darkness because God rescued us''
   C. else use
        reason ``so that'' Result
        ``God rescued us so that we are not ruled by darkness''

II. Two sentences
   A.  use
      reason.  ``Because of this,'' Result.
      ``God rescued us.  Because of this we are not ruled by darkness''

means-RESULT

I.  agent(RESULT) = agent(means), then use
       RESULT ``by'' means (progressive, omit agent)
       ``Jesus made peace by dying on the cross''

II. means able to be nominalized, use
       RESULT ``by'' means (nominalized)
       ``God made peace by Jesus' death''

III. else use
       RESULT ``because'' means
       ``God made peace because Jesus died on the cross''

purpose-MEANS

ordering: 
  means before purpose unless:
    a) more than one means
    b) purpose focused

form of purpose:

I. no sentence boundary between purpose and means
  a. if infinitive possible, agent(purpose) = agent(MEANS), then use
        ``to'' purpose(infinitive, omit agent)
        ``He rose from the dead to be preeminent.''
  b. nominalization possible, then use
        ``for'' purpose(nominalized)
        ``for desk installation''
  c. if purpose agent  is used in means also, progressive form 
      available, then use
        ``for'' purpose(progressive)
        ``for changing batteries''
  d. else use
        ``in order that'' purpose (subjunctive mood with modal)
        ``in order that he might be preeminent''



II. Sentence boundary between purpose and means
  a. if means is an action, then use
        MEANS.  pro(agent means) ``did this so that'' purpose(subjun)
        ``Jesus rose from the dead.  He did this so that he would be 
         preeminent''
  b. else use,
        MEANS.  ``The purpose of this is that'' purpose (subjunctive)
        ``Jesus rose from the dead.  The purpose of this was that he 
         might be preeminent.''


Illustration

Head ``just like'' support


Equivalence

Head, ``that is'' support


Generic-specific

if agent(Generic) = agent(specific) then use
    Generic, specific(progressive, omit agent)
    ``He redeemed us, forgiving us our sins''
else use
    Generic.  specific.
    ``He redeemed us.  He forgave us our sins''

Formality.

Formality impacted on the text in several ways. The easiest to implement was the removal of complex verb forms such as nominalizations, perfects and subjunctives from the lexicon for informal texts. The second impact was on the ordering. For example, the means in a means-RESULT relation was fronted for more formal texts:

Jesus made peace by dying on the cross (regular formality)
By dying on the cross, Jesus made peace (formal).

The final influence the formality level had on the realization of relations was in the choice of textual connectors. Compare the following informal markers with their corresponding formal markers below:

Of course, formality influenced the process of lexical choice as well. For instance, ``redeemed'' might be used in a more formal setting, whereas ``saved'' would be preferred in an informal one.



Steve Beale
Tue Oct 1 12:13:07 MDT 1996