We adapt the popular LDA topic model (Blei et al., 2003) to the representation of stylistic lexical information, evaluating our model on the basis of human-interpretability at the word and text level. We show, in particular, that this model can be applied to the task of inducing stylistic lexicons, and that a multi-dimensional approach is warranted given the correlations among stylistic dimensi...

Often, texts that have been written collaboratively do not \speak with a single voice." Eliminating stylistic incongruity, a di cult undertaking for both collaborative and singular writers, is the desired function of a software tool. This thesis describes the rst cycle of an iterative software development process towards meeting this goal. The user requirements are analyzed with respect to a mo...

Multiple versions of a document may need to be produced for diierent purposes and so may require quite diierent stylistic structures. This paper describes how we are building stylistic control into both natural language parsers (Pundit) and generators (Pen-man) to handle variations in hospital patient educational materials. Stylistic knowledge is formally represented in terms of a multi-level s...

We are developing stylistic grammars to provide the basis for a French and English stylistic parser. Our stylistic grammar is a branching stratificational model, built upon a foundation dealing with lexical, syntactic, and semantic stylistic realizations. Its central level uses a vocabulary of constituent stylistic elements common to both English and French, while the top level correlates styli...

Great design often results from intelligently balancing tradeoffs and leveraging of synergies between multiple product goals. While the engineering design community has numerous tools for managing the interface between functional goals in products, there are currently no formalized methods to concurrently optimize stylistic form and functional requirements. This research develops a method to co...

Corpus-based linguistic approach is one of the most used text studies. Nowadays, stylistic analysis has been adopted to shed new light on tourism English. The topic is to apply the language theory—the stylistic analysis to the tourist text analysis, to discover the style essence of Tourist English Hypertext. The stylistic features include graphological analysis of Tourist English Hypertext, lex...

This paper presents a novel analysis of the phenomenon of stylistic fronting in Icelandic. It is argued that stylistic fronting is not a head-movement operation, but rather phrasal movement to subject position. In many cases, however, independent factors determine evacuation of the phrase prior to raising, i.e. the fronted phrase can be a remnant. It is shown that this approach can account for ...

Texts exhibit considerable stylistic variation. This paper reports an experiment where a corpus of documents (N= 75 000) is analyzed using various simple stylistic metrics. A subset (n = 1000) of the corpus has been previously assessed to be relevant for answering given information retrieval queries. The experiment shows that this subset differs significantly from the rest of the corpus in term...

Content-based approaches to detecting mobile spam to date have focused mainly on analyzing the topical aspect of a SMS message (what it is about) but not on the stylistic aspect (how it is written). In this paper, as a preliminary step, we investigate the utility of commonly used stylistic features based on shallow linguistic analysis for learning mobile spam filters. Experimental results show ...