https://wiki.apertium.org/w/index.php?action=history&feed=atom&title=User%3AFirespeaker%2FApertium-turkic_talk_outline 2026-05-06T07:23:28Z Revision history for this page on the wiki MediaWiki 1.34.1 https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36794&oldid=prev 2012-10-01T08:27:04Z

<p><span dir="auto"><span class="autocomment">Abstract</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:27, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 1:</td> <td colspan="2" class="diff-lineno">Line 1:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>Sketch for talk on [http://cl.indiana.edu/wiki/Fall2012ClingDing Writing Turkic-language morphological transducers using HFST (for MT)] on October 2nd.</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>Sketch for talk on [http://cl.indiana.edu/wiki/Fall2012ClingDing Writing Turkic-language morphological transducers using HFST (for MT)] on October 2nd.</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== Abstract ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== Abstract ==</div></td> </tr> <tr> <td class="diff-marker" data-marker="−"></td> <td class="diff-deletedline diff-side-deleted"><div>This talk will outline the development of Free/open-source morphological transducers for Turkic languages using HFST (the Helsinki Finite State Toolkit). Morphological, phonological, and orthographical challenges encountered in Turkic languages are reviewed, and <del class="diffchange diffchange-inline">working</del> solutions are presented. Also included are reasons for developing morphological transducers, how these can benefit communities that use the languages, and the current development status of various Turkic morphological transducers.</div></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>This talk will outline the development of Free/open-source morphological transducers for Turkic languages using HFST (the Helsinki Finite State Toolkit). Morphological, phonological, and orthographical challenges encountered in Turkic languages are reviewed, and <ins class="diffchange diffchange-inline">functioning</ins> solutions are presented. Also included are reasons for developing morphological transducers, how these can benefit communities that use the languages, and the current development status of various Turkic morphological transducers.</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><br /></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><br /></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== Morphological transducers: what and why ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== Morphological transducers: what and why ==</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36793&oldid=prev 2012-10-01T08:22:35Z

<p><span dir="auto"><span class="autocomment">State of affairs now with apertium-turkic</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:22, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 58:</td> <td colspan="2" class="diff-lineno">Line 58:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* [[Turkic languages]]</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* [[Turkic languages]]</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* mailing list</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* mailing list</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>* future work</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** disambiguation</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** more pairs</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** more languages</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36792&oldid=prev 2012-10-01T08:21:51Z

<p><span dir="auto"><span class="autocomment">State of affairs now with apertium-turkic</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:21, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 57:</td> <td colspan="2" class="diff-lineno">Line 57:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== State of affairs now with apertium-turkic ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== State of affairs now with apertium-turkic ==</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* [[Turkic languages]]</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* [[Turkic languages]]</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>* mailing list</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36791&oldid=prev 2012-10-01T08:18:35Z

<p><span dir="auto"><span class="autocomment">Morphological transducers: what and why</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:18, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 6:</td> <td colspan="2" class="diff-lineno">Line 6:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* slide 1: definition, example (sample input/output)</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* slide 1: definition, example (sample input/output)</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* slide 2: use in RBMT, specifically apertium</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* slide 2: use in RBMT, specifically apertium</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** apertium as MT for lesser-used/marginalised languages</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* slide 3: other uses: spell checkers, ...?</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* slide 3: other uses: spell checkers, ...?</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* also mention: why we use orthography, not some transcription</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* also mention: why we use orthography, not some transcription</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36790&oldid=prev 2012-10-01T08:14:05Z

<p><span dir="auto"><span class="autocomment">Abstract</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:14, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 1:</td> <td colspan="2" class="diff-lineno">Line 1:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>Sketch for talk on [http://cl.indiana.edu/wiki/Fall2012ClingDing Writing Turkic-language morphological transducers using HFST (for MT)] on October 2nd.</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>Sketch for talk on [http://cl.indiana.edu/wiki/Fall2012ClingDing Writing Turkic-language morphological transducers using HFST (for MT)] on October 2nd.</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== Abstract ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== Abstract ==</div></td> </tr> <tr> <td class="diff-marker" data-marker="−"></td> <td class="diff-deletedline diff-side-deleted"><div>This talk will outline the development of morphological transducers for Turkic languages using HFST (the Helsinki Finite State Toolkit). Morphological, phonological, and orthographical challenges encountered in Turkic languages are reviewed, and working solutions are presented. Also included are reasons for developing morphological transducers, and the current development status of various Turkic morphological transducers.</div></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>This talk will outline the development of<ins class="diffchange diffchange-inline"> Free/open-source</ins> morphological transducers for Turkic languages using HFST (the Helsinki Finite State Toolkit). Morphological, phonological, and orthographical challenges encountered in Turkic languages are reviewed, and working solutions are presented. Also included are reasons for developing morphological transducers<ins class="diffchange diffchange-inline">, how these can benefit communities that use the languages</ins>, and the current development status of various Turkic morphological transducers.</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><br /></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><br /></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== Morphological transducers: what and why ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== Morphological transducers: what and why ==</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36789&oldid=prev 2012-10-01T08:11:51Z

<p><span dir="auto"><span class="autocomment">Morphological transducers: what and why</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:11, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 11:</td> <td colspan="2" class="diff-lineno">Line 11:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>** accessibility by native speakers (as devs and as end-users)</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>** accessibility by native speakers (as devs and as end-users)</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>** no need for pre/post-processing</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>** no need for pre/post-processing</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** effect: it makes it harder, but means it's useful to communities that use the language</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><br /></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><br /></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== Turkic languages ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== Turkic languages ==</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36788&oldid=prev 2012-10-01T08:10:17Z

<p><span dir="auto"><span class="autocomment">Morphological transducers: what and why</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:10, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 9:</td> <td colspan="2" class="diff-lineno">Line 9:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* also mention: why we use orthography, not some transcription</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* also mention: why we use orthography, not some transcription</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>** spell-checkers</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>** spell-checkers</div></td> </tr> <tr> <td class="diff-marker" data-marker="−"></td> <td class="diff-deletedline diff-side-deleted"><div>** accessibility by native speakers</div></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** accessibility by native speakers<ins class="diffchange diffchange-inline"> (as devs and as end-users)</ins></div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>** no need for pre/post-processing</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>** no need for pre/post-processing</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><br /></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><br /></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36787&oldid=prev 2012-10-01T08:09:50Z

<p></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:09, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 1:</td> <td colspan="2" class="diff-lineno">Line 1:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>Sketch for talk on [http://cl.indiana.edu/wiki/Fall2012ClingDing Writing Turkic-language morphological transducers using HFST (for MT)] on October 2nd.</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>Sketch for talk on [http://cl.indiana.edu/wiki/Fall2012ClingDing Writing Turkic-language morphological transducers using HFST (for MT)] on October 2nd.</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>== Abstract ==</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>This talk will outline the development of morphological transducers for Turkic languages using HFST (the Helsinki Finite State Toolkit). Morphological, phonological, and orthographical challenges encountered in Turkic languages are reviewed, and working solutions are presented. Also included are reasons for developing morphological transducers, and the current development status of various Turkic morphological transducers.</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><br /></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><br /></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== Morphological transducers: what and why ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== Morphological transducers: what and why ==</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36786&oldid=prev 2012-10-01T08:09:36Z

<p><span dir="auto"><span class="autocomment">Morphological transducers: what and why</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:09, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 5:</td> <td colspan="2" class="diff-lineno">Line 5:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* slide 2: use in RBMT, specifically apertium</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* slide 2: use in RBMT, specifically apertium</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* slide 3: other uses: spell checkers, ...?</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* slide 3: other uses: spell checkers, ...?</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>* also mention: why we use orthography, not some transcription</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** spell-checkers</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** accessibility by native speakers</div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>** no need for pre/post-processing</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><br /></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><br /></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>== Turkic languages ==</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>== Turkic languages ==</div></td> </tr> </table>

Firespeaker https://wiki.apertium.org/w/index.php?title=User:Firespeaker/Apertium-turkic_talk_outline&diff=36785&oldid=prev 2012-10-01T08:07:14Z

<p><span dir="auto"><span class="autocomment">Morphological and phonological properties encountered in Turkic languages</span></span></p> <table class="diff diff-contentalign-left" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #222; text-align: center;">Revision as of 08:07, 1 October 2012</td> </tr><tr> <td colspan="2" class="diff-lineno">Line 16:</td> <td colspan="2" class="diff-lineno">Line 16:</td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* slide 7: Consonantal processes</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* slide 7: Consonantal processes</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* slide 8: "buffer" segments</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* slide 8: "buffer" segments</div></td> </tr> <tr> <td class="diff-marker" data-marker="−"></td> <td class="diff-deletedline diff-side-deleted"><div>* slide 9: <del class="diffchange diffchange-inline">Cyrillic</del> <del class="diffchange diffchange-inline">orthographical</del> <del class="diffchange diffchange-inline">issues</del></div></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>* slide 9: <ins class="diffchange diffchange-inline">phonology</ins> <ins class="diffchange diffchange-inline">of</ins> <ins class="diffchange diffchange-inline">numerals and acronyms</ins></div></td> </tr> <tr> <td colspan="2" class="diff-empty diff-side-deleted"></td> <td class="diff-marker" data-marker="+"></td> <td class="diff-addedline diff-side-added"><div>* slide 10: Cyrillic orthographical issues</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>* something on morpho-syntactic issues that've come up a lot</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>* something on morpho-syntactic issues that've come up a lot</div></td> </tr> <tr> <td class="diff-marker"></td> <td class="diff-context diff-side-deleted"><div>** no suffix can attach to "any word", "any part of speech" or even e.g. "all nouns"; often suffixes recur in very specific sorts of places; it's almost like we have dozens of POSes</div></td> <td class="diff-marker"></td> <td class="diff-context diff-side-added"><div>** no suffix can attach to "any word", "any part of speech" or even e.g. "all nouns"; often suffixes recur in very specific sorts of places; it's almost like we have dozens of POSes</div></td> </tr> </table>

Firespeaker