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Empirical Methods for the Study of Denotation in Nominalizations in Spanish
Denotation in Nominalizations Spanish
2015/9/10
This article deals with deverbal nominalizations in Spanish; concretely, we focus on the denotative distinction between event and result nominalizations. The goals of this work is twofold: first, to d...
Generating Phrasal and Sentential Paraphrases:A Survey of Data-Driven Methods
Generating Phrasal Sentential Paraphrases Data-Driven Methods
2015/9/8
The task of paraphrasing is inherently familiar to speakers of all languages. Moreover, the task of automatically generating or extracting semantic equivalences for the various units of language—words...
Empirical Methods for Exploiting Parallel Texts
Empirical Methods Exploiting Parallel Texts
2015/8/27
Parallel translations of written texts have long been useful tools for human students of language and have begun to serve as an intriguing source of data for corpus-based approaches to natural languag...
Learning Methods to Combine Linguistic Indicators:Improving Aspectual Classification and Revealing Linguistic Insights
Combine Linguistic Indicators Aspectual Classification Revealing Linguistic Insights
2015/8/25
Aspectual classification maps verbs to a small set of primitive categories in order to reason abouttime. This classification is necessary for interpreting temporal modifiers and assessing temporal rel...
The idea for this special issue came up during the preparations of the International
Workshop on Finite-State Methods in Natural Language Processing, that was held at
Bilkent University in Ankara, T...
Extrapolation Methods for Accelerating PageRank Computations
Extrapolation Methods Accelerating PageRank Computations
2015/6/12
We present a novel algorithm for the fast computation of PageRank, a hyperlink-based estimate of the “importance” of Web pages. The original PageRank algorithm uses the Power Method to compute success...
Monte Carlo Methods for Maximum Margin Supervised Topic Models
Monte Carlo Methods Maximum Margin Supervised Topic Models
2015/1/24
Monte Carlo Methods for Maximum Margin Supervised Topic Models.