https://www.scipedia.com/wd/index.php?action=history&feed=atom&title=Sarma_et_al_2011aSarma et al 2011a - Revision history2026-04-16T21:32:07ZRevision history for this page on the wikiMediaWiki 1.27.0-wmf.10https://www.scipedia.com/wd/index.php?title=Sarma_et_al_2011a&diff=204417&oldid=prevScipediacontent: Scipediacontent moved page Draft Content 465982003 to Sarma et al 2011a2021-02-03T15:08:36Z<p>Scipediacontent moved page <a href="/public/Draft_Content_465982003" class="mw-redirect" title="Draft Content 465982003">Draft Content 465982003</a> to <a href="/public/Sarma_et_al_2011a" title="Sarma et al 2011a">Sarma et al 2011a</a></p>
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</td></tr></table>Scipediacontenthttps://www.scipedia.com/wd/index.php?title=Sarma_et_al_2011a&diff=204416&oldid=prevScipediacontent: Created page with " == Abstract == Complex information extraction (IE) pipelines are becoming an integral component of most text processing frameworks. We introduce a first system to help IE us..."2021-02-03T15:08:34Z<p>Created page with " == Abstract == Complex information extraction (IE) pipelines are becoming an integral component of most text processing frameworks. We introduce a first system to help IE us..."</p>
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== Abstract ==<br />
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Complex information extraction (IE) pipelines are becoming an integral component of most text processing frameworks. We introduce a first system to help IE users analyze extraction pipeline semantics and operator transformations interactively while debugging. This allows the effort to be proportional to the need, and to focus on the portions of the pipeline under the greatest suspicion. We present a generic debugger for running post-execution analysis of any IE pipeline consisting of arbitrary types of operators. For this, we propose an effective provenance model for IE pipelines which captures a variety of operator types, ranging from those for which full to no specifications are available. We have evaluated our proposed algorithms and provenance model on large-scale real-world extraction pipelines.<br />
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== Original document ==<br />
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The different versions of the original document can be found in:<br />
<br />
* [http://infolab.stanford.edu/~anishds/publications/cikm2011/p2229-dassarma.pdf http://infolab.stanford.edu/~anishds/publications/cikm2011/p2229-dassarma.pdf]<br />
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* [http://infolab.stanford.edu/~anishds/publications/cikm2011/p2229-dassarma.pdf http://infolab.stanford.edu/~anishds/publications/cikm2011/p2229-dassarma.pdf],<br />
: [http://i.stanford.edu/~anishds/publications/cikm2011/p2229-dassarma.pdf http://i.stanford.edu/~anishds/publications/cikm2011/p2229-dassarma.pdf],<br />
: [https://dblp.uni-trier.de/db/conf/cikm/cikm2011.html#SarmaJB11 https://dblp.uni-trier.de/db/conf/cikm/cikm2011.html#SarmaJB11],<br />
: [https://doi.acm.org/10.1145/2063576.2063933 https://doi.acm.org/10.1145/2063576.2063933],<br />
: [https://academic.microsoft.com/#/detail/2171897232 https://academic.microsoft.com/#/detail/2171897232]<br />
<br />
* [http://dl.acm.org/ft_gateway.cfm?id=2063933&amp;ftid=1054853&amp;dwn=1 http://dl.acm.org/ft_gateway.cfm?id=2063933&amp;ftid=1054853&amp;dwn=1],<br />
: [http://dx.doi.org/10.1145/2063576.2063933 http://dx.doi.org/10.1145/2063576.2063933]</div>Scipediacontent