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Inducing Implicit Arguments from Comparable Texts: A Framework and Its Applications
Inducing Implicit Arguments Comparable Texts
2016/2/23
In this article, we investigate aspects of sentential meaning that are not expressed in local predicate–argument structures. In particular, we examine instances of semantic arguments that are only inf...
A predictive coding framework for rapid neural dynamics during sentence-level language comprehension
Language comprehension Neural oscillations
2015/12/18
There is a growing literature investigating the relationship between oscillatory neural
dynamics measured using electroencephalography (EEG) and/or magnetoencephalography
(MEG), and sentence-level l...
CODRA:A Novel Discriminative Framework for Rhetorical Analysis
CODRA Discriminative Framework Rhetorical Analysis
2015/9/16
Clauses and sentences rarely stand on their own in an actual discourse; rather, the relationship between them carries important information that allows the discourse to express a meaning as a whole be...
A Statistical Parsing Framework for Sentiment Classification
Statistical Parsing Framework Sentiment Classification
2015/9/15
We present a statistical parsing framework for sentence-level sentiment classification in this article. Unlike previous works that use syntactic parsing results for sentiment analysis, we develop a st...
A Large-Scale Pseudoword-Based Evaluation Framework for State-of-the-Art Word Sense Disambiguation
Large-Scale Pseudoword State-of-the-Art Word Sense Disambiguation
2015/9/14
The evaluation of several tasks in lexical semantics is often limited by the lack of large amounts of manual annotations, not only for training purposes, but also for testing purposes. Word Sense Disa...
A Context-Theoretic Framework for Compositionality in Distributional Semantics
Context-Theoretic semantic
2015/9/10
Formalizing “meaning as context” mathematically leads to a new, algebraic theory of meaning,
in which composition is bilinear and associative. These properties are shared by other methods
that have ...
Distributional Memory:A General Framework for Corpus-Based Semantics
Distributional Memory General Framework Corpus-Based Semantics
2015/9/8
Research into corpus-based semantics has focused on the development of ad hoc models that treat single tasks, or sets of closely related tasks, as unrelated challenges to be tackled by extracting diff...
A Graph-Theoretic Framework for Semantic Distance
Semantic Distance Graph-Theoretic Framework
2015/9/8
Many NLP applications entail that texts are classified based on their semantic distance (how
similar or different the texts are). For example, comparing the text of a new document to that of
d...
The PARADISE Evaluation Framework: Issues and Findings
Issues and Findings Evaluation Framework
2015/9/1
There has been a great deal of interest over the past 20 years in developing metrics and
frameworks for evaluating and comparing the performance of spoken-language dialogue stems. One of the results ...
Co-occurrence Retrieval:A Flexible Framework for Lexical Distributional Similarity
Co-occurrence Retrieval Flexible Framework Lexical Distributional Similarity
2015/8/31
Techniques that exploit knowledge of distributional similarity between words have been proposed in many areas of Natural Language Processing. For example, in language modeling, the sparse data problem...
A General Framework for Parallel Distributed Processing
General Frameworkp Parallel Distributed Processing
2015/6/19
In Chapter 1 and throughout this book, we describe a large number of models, each different in detail-each a variation on the parallel distributed processing (PDP) idea. These various models, and inde...
LAF-Fabric: a data analysis tool for Linguistic Annotation Framework with an application to the Hebrew Bible
LAF-Fabric data analysis tool Linguistic Annotation Framework the Hebrew Bible
2015/5/6
The Linguistic Annotation Framework (LAF) provides a general, extensible stand-off markup system for corpora. This paper discusses LAF-Fabric, a new tool to analyse LAF resources in general with an ex...
A Data Category Registry- and Component-based Metadata Framework
A Data Category Registry Metadata Framework
2015/4/8
We describe our computer-supported framework to overcome the rule of metadata schism. It combines the use of controlled vocabularies,managed by a data category registry, with a component-based approac...
Sublexical Modelling Using a Finite State Transducer Framework
Sublexical Modelling Finite State Transducer Framework
2015/3/11
Sublexical Modelling Using a Finite State Transducer Framework.
A Probabilistic Framework for Segment-Based Speech Recognition
Probabilistic Framework Speech Recognition
2015/3/11
A Probabilistic Framework for Segment-Based Speech Recognition.