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- W2646728047 abstract "Brown clustering has been used to help increase parsing performance for morphologically rich languages. However, much of the work has focused on using clustering techniques to replace terminal nodes or as a feature for parsing. Instead, we choose to examine how effectively Brown clustering is for unlexicalized parsing by creating data-driven POS tagsets which are then used with the Berkeley parser. We investigate cluster sizes as well as on what information (e.g. words vs. lemmas) clustering will yield the best parser performance. Our results approach the current state of the art results for the German T¨uBa-D/Z treebank when using parser internal tagging." @default.
- W2646728047 created "2017-06-30" @default.
- W2646728047 creator A5051512108 @default.
- W2646728047 date "2016-01-01" @default.
- W2646728047 modified "2023-09-25" @default.
- W2646728047 title "Brown clustering for unlexicalized parsing" @default.
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