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Discriminative Reranking for Natural Language Parsing
Natural Language Parsing Discriminative Reranking
2015/8/31
This article considers approaches which rerank the output of an existing probabilistic parser.
The base parser produces a set of candidate parses for each input sentence, with associated
probabiliti...
Head-Driven Statistical Models for Natural Language Parsing
Natural Language Parsing Statistical Models
2015/8/28
This article describes three statistical models for natural language parsing. The models extend
methods from probabilistic context-free grammars to lexicalized grammars, leading to approaches
in whi...
Fast Exact Inference with a Factored Model for Natural Language Parsing
Fast Exact Inference Factored Model Natural Language Parsing
2015/6/12
We present a novel generative model for natural language tree structures in which semantic (lexical dependency) and syntactic (PCFG) structures are scored with separate models. This factorization prov...
Active Learning for Statistical Natural Language Parsing
Active Learning Statistical Natural Language Parsing
2015/3/11
Active Learning for Statistical Natural Language Parsing.
Collection of a Chinese Spontaneous Telephone Speech Corpus and Proposal of Robust Rules for Robust Natural Language Parsing
Collection Chinese Spontaneous Telephone Speech Corpus Proposal of Robust Rules Robust Natural Language Parsing
2013/6/27
In this paper, a Chinese Spontaneous Telephone Speech Corpus in the flight enquiry and reservation domain (CSTSC-Flight) of 6 GB raw data containing about 50 hours’ valid speech is intro...