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  <url><loc>https://learn.ifs.name/d/turing1950/</loc></url>
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  <url><loc>https://learn.ifs.name/d/harris1954/</loc></url>
  <url><loc>https://learn.ifs.name/d/harris1954/s/1-does-language-have-a-distributional-structure/</loc></url>
  <url><loc>https://learn.ifs.name/d/harris1954/s/1-1-possibilities-of-structure-for-the-distributional-facts/</loc></url>
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  <url><loc>https://learn.ifs.name/d/chomsky1956/</loc></url>
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  <url><loc>https://learn.ifs.name/d/rabiner1989/</loc></url>
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  <url><loc>https://learn.ifs.name/d/grosz1995/s/9-comparison-with-previous-work/</loc></url>
  <url><loc>https://learn.ifs.name/d/berger1996/</loc></url>
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  <url><loc>https://learn.ifs.name/d/lafferty2001/</loc></url>
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