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LinkingPark: Automatic Semantic Table Interpretation Software ...
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LinkingPark: Automatic Semantic Table Interpretation Software ...
Abstract: LinkingPark is an open-sourced system for automatic semantic table interpretation. Given a table of data, the system can match tabular elements to existing knowledge graphs (in this release, primarily Wikidata). Such semantic information from tabular data can then empower various downstream applications, e.g., intelligent spreadsheet programs, knowledge base population, data integration and cleaning, etc. LinkinkingPark is unsupervised, stand-alone, and also provides flexibility for multilingual support out of the box. This initial public release builds on top of the previous internal version that won 2nd prize in the SemTab 2020 competition and provides much improved efficiency and stability while maintaining or improving correctness over different datasets. ... : LinkingPark is available on GitHub: https://github.com/microsoft/vert-papers/tree/master/papers/LinkingPark. Contributions and collaboration are welcome. ...
Keyword: entity linking; knowledge graph matching; nlp; semantic web; semtab; tabular data
URL: https://dx.doi.org/10.5281/zenodo.6496662
https://zenodo.org/record/6496662
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Mining sequential patterns and tree patterns to detect erroneous sentences
In: http://www.aaai.org/Papers/AAAI/2007/AAAI07-147.pdf (2007)
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4
Reevaluating machine translation results with paraphrase support
In: http://www.isi.edu/natural-language/people/hovy/papers/06EMNLP-MTeval-paraphrases.pdf (2006)
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E-evaluating Machine Translation Results with Paraphrase Support
In: http://www.mt-archive.info/EMNLP-2006-Zhou.pdf (2006)
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Reevaluating machine translation results with paraphrase support
In: http://www.research.microsoft.com/~cyl/download/papers/emnlp_2006.pdf (2006)
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7
New directions in multilingual information access: Introduction to the workshop at SIGIR 2006
In: http://www.sigir.org/forum/2006D/2006d_sigirforum_gey.pdf (2006)
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E.: PARAEVAL: Using paraphrases to evaluate summaries automatically
In: http://acl.ldc.upenn.edu/N/N06/N06-1057.pdf (2006)
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PARAEVAL: Using paraphrases to evaluate summaries automatically
In: http://www.research.microsoft.com/~cyl/download/papers/hlt_2006.pdf (2006)
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E.: PARAEVAL: Using paraphrases to evaluate summaries automatically
In: http://www.isi.edu/natural-language/people/hovy/papers/06HLT-ParaEval.pdf (2006)
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11
RESEARCH INTERESTS
In: http://research.microsoft.com/en-us/um/people/cyl/download/papers/chin-yewlincv.pdf (2005)
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ACL-2002 Demonstration, Philadelphia, PA, U.S.A., July 7-12, 2002.
In: http://www.isi.edu/~cyl/papers/ACL02-Webclopedia-demo.pdf (2002)
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Automated Question Answering in Webclopedia - A Demonstration
In: http://www.isi.edu/~ulf/papers/webclopedia-acl02-demo.ps.gz (2002)
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14
NEATS: A Multidocument Summarizer
In: http://www-nlpir.nist.gov/projects/duc/pubs/2001papers/usc.pdf (2001)
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15
The Automated Acquisition of Topic Signatures for Text Summarization
In: http://nlp3.korea.ac.kr/proceeding/coling2000/COLING/ps/072.ps (2000)
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16
Machine Translation for Information Access across the Language Barrier: the MuST System
In: http://www.mt-archive.info/mts-1999-lin.pdf (1999)
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Machine Translation for Information Access across the . . .
In: http://www.isi.edu/~cyl/papers/MuST-MT-Summit-VII-final.pdf (1999)
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18
Training a Selection Function for Extraction
In: http://www.isi.edu/%7Ecyl/papers/CIKM99.pdf (1999)
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19
Automated text summarization and the Summarist system
In: http://acl.ldc.upenn.edu/x/x98/x98-1026.pdf (1998)
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Automated text summarization and the summarist system
In: http://www.mt-archive.info/Tipster-1998-Hovy.pdf (1998)
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