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Three New Probabilistic Models for Dependency Parsing: An Exploration

, 1997
After presenting a novel O(n^3) parsing algorithm for dependency grammar, we develop three contrasting ways to stochasticize it. We propose (a) a lexical affinity model where words struggle to modify each other, (b) a sense tagging model where words ...
Eisner, Jason
core +5 more sources

Linguistic and computational advantages of bidirectional bottom-up parsing with top-down predictions

, 1997
This paper compares two parsing strategies: bidirectional bottom-up parsing with top-down predictions (BBP) and standard chart parsing. We demonstrate that BBP is superior to classical chart parsers from a linguistic and computational points of view. The efficiency of BBP results from two factors: first, top-down predictions bring about
Quesada Moreno, José Francisco, Amores Carredano, José Gabriel de +1 more
openaire +2 more sources

A Stained-Free Sperm Morphology Measurement Method Based on Multi-Target Instance Parsing and Measurement Accuracy Enhancement. [PDF]

Sensors (Basel)
Hao M, Zhai R, Wang Y, Ru C, Yang B.
europepmc +1 more source

Language-specific neural dynamics extend syntax into the time domain. [PDF]