BriefGPT.xyz
Jul, 2016
潜在树语言模型
Latent Tree Language Model
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Tomas Brychcin
TL;DR
本文介绍了潜在树语言模型(LTLM),该模型将给定句子的语法和语义编码为单词角色树。将LTLM与4元修改Kneser-Ney语言模型相结合,通过线性插值,在英语和捷克语语料库中的实验表明,与独立的4元修改Kneser-Ney语言模型相比,明显降低了困惑度(英语最高降低46%,捷克语最高降低49%)
Abstract
It this paper we introduce
latent tree language model
(LTLM), a novel approach to language modeling that encodes
syntax
and
semantics
of a
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