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LinkingPark: Automatic Semantic Table Interpretation Software ...
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LinkingPark: Automatic Semantic Table Interpretation Software ...
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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. ...
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Keyword:
entity linking; knowledge graph matching; nlp; semantic web; semtab; tabular data
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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
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In: http://www.aaai.org/Papers/AAAI/2007/AAAI07-147.pdf (2007)
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Reevaluating machine translation results with paraphrase support
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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
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In: http://www.mt-archive.info/EMNLP-2006-Zhou.pdf (2006)
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Reevaluating machine translation results with paraphrase support
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In: http://www.research.microsoft.com/~cyl/download/papers/emnlp_2006.pdf (2006)
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New directions in multilingual information access: Introduction to the workshop at SIGIR 2006
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In: http://www.sigir.org/forum/2006D/2006d_sigirforum_gey.pdf (2006)
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E.: PARAEVAL: Using paraphrases to evaluate summaries automatically
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In: http://acl.ldc.upenn.edu/N/N06/N06-1057.pdf (2006)
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PARAEVAL: Using paraphrases to evaluate summaries automatically
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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
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In: http://www.isi.edu/natural-language/people/hovy/papers/06HLT-ParaEval.pdf (2006)
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RESEARCH INTERESTS
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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.
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In: http://www.isi.edu/~cyl/papers/ACL02-Webclopedia-demo.pdf (2002)
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Automated Question Answering in Webclopedia - A Demonstration
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In: http://www.isi.edu/~ulf/papers/webclopedia-acl02-demo.ps.gz (2002)
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NEATS: A Multidocument Summarizer
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In: http://www-nlpir.nist.gov/projects/duc/pubs/2001papers/usc.pdf (2001)
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The Automated Acquisition of Topic Signatures for Text Summarization
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In: http://nlp3.korea.ac.kr/proceeding/coling2000/COLING/ps/072.ps (2000)
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Machine Translation for Information Access across the Language Barrier: the MuST System
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In: http://www.mt-archive.info/mts-1999-lin.pdf (1999)
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Machine Translation for Information Access across the . . .
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In: http://www.isi.edu/~cyl/papers/MuST-MT-Summit-VII-final.pdf (1999)
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Training a Selection Function for Extraction
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In: http://www.isi.edu/%7Ecyl/papers/CIKM99.pdf (1999)
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Automated text summarization and the Summarist system
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In: http://acl.ldc.upenn.edu/x/x98/x98-1026.pdf (1998)
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Automated text summarization and the summarist system
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In: http://www.mt-archive.info/Tipster-1998-Hovy.pdf (1998)
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