Parallel Principle-Based Parsing
نویسنده
چکیده
This paper describes a small-scale, coarse-grained parallel Prolog-based Principles-and-Parameters parser that is derived essentially “for free”, modulo minor control flow changes, from an existing serial implementation. The grammar remains unchanged. The system is designed to operate as efficiently as possible under the severe constraints imposed by loosely-coupled processors. We demonstrate speed-up results on such a network using an adaptive task distribution strategy.
منابع مشابه
Massively Parallel Memory-Based Parsing
This paper discusses a radically new scheme of natural language processing called massively parallel memory-based parsing. Most parsing schemes are rule-based or principle-based which involves extensive serial rule application. Thus, it is a time consuming task which requires a few seconds or even a few minutes to complete the parsing of one sentence. Also, the degree of par-allelism attained b...
متن کاملMethods for Parallelizing Search Paths in Parsing
Many search problems are commonly solved with simple combinatoric algorithms that unnecessarily duplicate and serialize work at considerable computational expense. There are a number of techniques available that can eliminate redundant computations and perform remaining operations in parallel, effectively reducing the branching factors of these algorithms. This thesis investigates the applicati...
متن کاملAn improved joint model: POS tagging and dependency parsing
Dependency parsing is a way of syntactic parsing and a natural language that automatically analyzes the dependency structure of sentences, and the input for each sentence creates a dependency graph. Part-Of-Speech (POS) tagging is a prerequisite for dependency parsing. Generally, dependency parsers do the POS tagging task along with dependency parsing in a pipeline mode. Unfortunately, in pipel...
متن کاملA Probabilistic Disambiguation Method Based on Psycholinguistic Principles
We address the problem of structural disambiguation in syntactic parsing. In psycholinguistics, a number of principles of disambiguation have been proposed, notably the Lexical Preference Rule (LPR), the Right Association Principle (RAP), and the Attach Low and Parallel Principle (ALPP). We argue that in order to improve disambiguation results it is necessary to implement these principles on th...
متن کاملIn Proceedings of ACL - 93 PRINCIPLE - BASED PARSING WITHOUT OVERGENERATION 1
Overgeneration is the main source of computational complexity in previous principle-based parsers. This paper presents a message passing algorithm for principle-based parsing that avoids the overgenera-tion problem. This algorithm has been implemented in C++ and successfully tested with example sentences from (van Riemsdijk and Williams, 1986).
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1999