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Towards Accurate and Efficient Chinese Part-of-Speech Tagging
Structural linguistics aggregation vocabulary Chinese language processing data clustering syntax parsing
2016/10/31
From the perspective of structural linguistics, we explore paradigmatic and syntagmatic lexical relations for Chinese POS tagging, an important and challenging task for Chinese language processing. Pa...
Feature-Frequency–Adaptive On-line Training for Fast and Accurate Natural Language Processing
Fast Accurate NaturalLanguage Processing
2015/9/14
Training speed and accuracy are two major concerns of large-scale natural language processing systems. Typically, we need to make a tradeoff between speed and accuracy. It is trivial to improve the tr...
The Need for Accurate Alignment in Natural Language System Evaluation
Natural Language System Evaluation
2015/8/26
As evaluations of computational linguistics technology progress toward higher-level interpretation tasks, the problem of determining alignments between system responses and answer key entries may beco...
We demonstrate that an unlexicalized PCFG can parse much more accurately than previously shown, by making use of simple, linguistically motivated state splits, which break down false independence assu...
Highly Accurate Mandarin Tone Classification In The Absence of Pitch Information
speech recognition Mandarin tone modeling deep neural networks
2015/2/5
A deep neural network (DNN) classifier based only on 40 mel-frequency cepstral coefficients (MFCCs) achieved 29.99%frame error rate (FER) and 16.86%segment error rate (SER) in recognizing ...
语义语法与翻译表达 From Semantic Comprehension and Grammar Analysis to Accurate Translation
语义理解 语法分析 翻译表达 semantic comprehension grammar analysis accurate translation
2007/12/6
文摘
语义理解与语法分析在翻译表达过程中是首先遇到并应当处理好的两个重要方面。本文从英译汉的角度，用较多的实例论证了上述观点并得出了这样的结论：语义理解准确才能够译对；语法分析无误才能够译通。
Semantic comprehension and grammar analysis are the two important tasks that a translator has...
Syntonic Tuning: Creating a Model for Accurate Electronic Playback
Cents Costeley equal temperament Finale interval ratio pitchbend pitchwheel Pythagorean Syntonic comma
2010/3/29
This essay is explicitly "educational" in the proper sense: although it has a technical focus this is intended to provide the means of re-examining and reassessing one's own cognitive processes. It ha...