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Efficient Implementation of Beam Search Incremental Parsers

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Figure

Figure 1: An abstraction of the arc-standard de-ductive system Nivre (2008). The stackA S is a listof heads, j is the index of the token at the front ofthe buffer, and ℓ is the step number (beam index)
Figure 2: State transitions implementation in the TSS representation (see Fig. 3 for the tailsets
Table 1: Parsing speeds for the different tech-niques measured in sentences/sec (beam size 8).All parsers are implemented in Python, with dot-products in C

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