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CONLANG  November 2015, Week 2

CONLANG November 2015, Week 2

Subject:

Re: A Model for Weighted Random Word Generation

From:

Logan Kearsley <[log in to unmask]>

Reply-To:

Constructed Languages List <[log in to unmask]>

Date:

Wed, 11 Nov 2015 15:09:21 -0700

Content-Type:

text/plain

Parts/Attachments:

Parts/Attachments

text/plain (74 lines)

Version 1 of the new word generator is now working!
You can get it from https://github.com/gliese1337/Logopoeist
Instructions are included.

I am sure it still has oodles of bugs. I welcome constructive feedback
of any kind- bug reports, requests for additional features,
improvements to the configuration language, whatever.

I ended up allowing the specification of conditional probabilities
based on arbitrary-length n-grams. If multiple n-grams overlap in a
certain position, then their distributions are intersected; I figure
that for typical rule sets, this will get close enough to respecting
both distributions that the slight variances won't really matter.
My major motivation for this was realizing that I wanted to be able to
create bigram rules, which specify the distribution after a particular
single phoneme, regardless of whatever came before that. The simplest
way to do that was just to allow arbitrary order n-grams after all,
rather than, say, introducing an "any phoneme" symbol, or requiring
the user to write out an explicit character class for the entire
phoneme inventory. This also nicely solves the problem of what to do
when there is nothing in the conditional probability table for a
particular position- I just assume that all n-grams of any length not
explicitly specified in a rule produce the uniform distribution over
all phonemes, which then gets implicitly intersected with the 0-gram
distribution generated by the word grammar at that position, and then
further intersected with more restrictive distributions specified in
rules.

I also thought it would be convenient to add exclusion rules- these
are rules that specify that certain phonemes are *disallowed* in
certain positions; i.e., that they have 0 probability. They should
never be strictly necessary, if you write the word grammar correctly,
but having them in there is a nice convenience. (It could be possible
to use regular rules and just specify a weight of 0 for certain
phonemes, but that would require altering how the tables are
constructed. Currently, when different rules generate overlapping
n-grams sets, I add the frequencies rather than multiplying, so
forcing to zero has to be a special case.)

-l.

On 10 November 2015 at 18:41, Logan Kearsley <[log in to unmask]> wrote:
> On 10 November 2015 at 17:57, Logan Kearsley <[log in to unmask]> wrote:
>> It seems, based on discussion in the Word Building thread, that there
>> is significant interest in a random word generator that will both
>> respect phonotactic constraints, and account for intended probability
>> distributions of certain phonemes and phoneme sequences in its output.
>> So, here's my first pass at a design for such:
>
> Well, I started trying to write code, and I already have a first set
> of revisions!
>
> Revision 1: Good-Turing smoothing is a bad idea. I'm not sure what
> smoothing system is best, but never mind about Good-Turing. I think
> for a first pass, un-weighted will just mean weight=1.
>
> Revision 2: There is an additional error case I did not recognize 37
> minutes ago: it may be possible to generate a two-character sequence
> that does not appear in the conditional probability table, thus making
> it impossible to generate a distribution. There are several possible
> ways to handle this, and I have no idea which is the right one. One
> option is to simply use the character class produced by the word
> syntax for that position, and not bother intersecting it; but that is
> special case behavior that I do not like. Another is to try to infer a
> bigram distribution based on only the last character instead of the
> last two, or allow specifying bigram distributions as back-up; but
> that could still fail in a similar way, so it's not really a final
> solution.
> For version 1, I think I will just treat this as an error in the
> language specification, but I'm open to other ideas for better
> solutions that might get incorporated into later versions.
>
> -l.

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