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Multilingual Joint Parsing of Syntactic and Semantic Dependencies with a Latent Variable Model
Multilingual Joint Parsing Syntactic Semantic Latent Variable Model
2015/9/11
Current investigations in data-driven models of parsing have shifted from purely syntactic analysis to richer semantic representations, showing that the successful recovery of the meaning of text requ...
A Scalable Distributed Syntactic,Semantic,and Lexical Language Model
Distributed Syntactic Semantic Lexical
2015/9/10
This paper presents an attempt at building a large scale distributed composite language model that is formed by seamlessly integrating an n-gram model, a structured language model, and probabilistic l...
The Importance of Syntactic Parsing and Inference in Semantic Role Labeling
Syntactic Parsing Inference Semantic Role Labeling
2015/9/6
We present a general framework for semantic role labeling. The framework combines a machine-learning technique with an integer linear programming-based inference procedure, which incorporates linguist...
Clustering Syntactic Positions with Similar Semantic Requirements
Semantic Requirements Clustering Syntactic Positions
2015/8/31
This article describes an unsupervised strategy to acquire syntactico-semantic requirements of
nouns, verbs, and adjectives from partially parsed text corpora. The linguistic notion of
requirement u...
Statistical Machine Translation with Scarce Resources Using Morpho-syntactic Information
Scarce Resources Morpho-syntactic Information
2015/8/31
In statistical machine translation, correspondences between the words in the source and the
target language are learned from parallel corpora, and often little or no linguistic knowledge is
used to ...
Unsupervised Named Entity Recognition Using Syntactic and Semantic Contextual Evidence
Unsupervised Named Entity Recognition Syntactic Semantic Contextual
2015/8/26
Proper nouns form an open class, making the incompleteness of manually or automatically learned classification rules an obvious problem. The purpose of this paper is twofold: first, to suggest the use...
The Syntactic Process
Syntactic Process
2015/8/26
The main asset of categorial grammar has traditionally been the close association between syntactic description on the one hand and a transparent and well-founded semantics on the other. Consequently,...
Part-of-speech (POS) tagging is one of the most popular and thoroughly researched tasks in the field of natural language processing, particularly since it is a prerequisite for a wide variety of more ...
The Mathematics of Syntactic Structure: Trees and their Logics
Trees and their Logics Syntactic Structure
2015/8/25
pear to be a sufficient choice.
While no clear answer to this dilemma presents itself here, several of the chapters
in this volume do address this issue directly. Rogers shows that dropping th...
Indonesian Innovations on Information Technology 2013:Between Syntactic and Semantic Textual Network
innovation semantic map corpus complex network computational linguistics
2015/7/10
Network and graph model is a good alternative to analyze huge collective textual data for the ability to reduce the dimensionality of the data. Texts can be seen as syntactic and semantic network amon...