[PDF] Top 20 Explicit and Implicit Syntactic Features for Text Classification
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Explicit and Implicit Syntactic Features for Text Classification
... interpetability, explicit syntactic features of- ten outperformed tree kernels in accuracy, and even where they did not, the cost was multiple orders of magnitude increase in both training and ... See full document
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Explicit Interaction Model towards Text Classification
... Text classification is one of the fundamental tasks in natural language ...the text classification task compared to shallow ...classes) classification clues since their classifications ... See full document
8
Implicit Syntactic Features for Target dependent Sentiment Analysis
... Since syntactic parsing of tweets can be inac- curate due to intrinsic noise in their writing style, most subsequent work followed Vo and Zhang (2015), avoiding the use of syntactic informa- tion ... See full document
9
The Impact of Modeling Overall Argumentation with Tree Kernels
... the explicit sequential struc- ture of an argumentative text or its implicit hierarchical ...three text classification tasks, we find strong evidence for the impact of both types of ... See full document
11
Readability Classification for German using Lexical, Syntactic, and Morphological Features
... morphological features to a large ...of features which are relevant for other languages is gaining some ...newspaper text at two different reading ...and syntactic features for building ... See full document
18
Evaluating the Effectiveness of Explicit and Implicit Form-Focused Instruction on Explicit and Implicit Knowledge of EFL Learners
... The choice of the target forms in this study was motivated by a number of considerations. First and foremost, an attempt was made to select target forms that were known to be commonly problematic to language learners ... See full document
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Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power
... lexical features are signif- icantly different between ...of text alterations are ...ical features than for syntactic (see Figure 2 for details of rank changes in DemB dataset) across all ... See full document
13
Role of Morpho Syntactic Features in Estonian Proficiency Classification
... As a part of our future work, we intend to investi- gate the role of morphology in Estonian proficiency classification further. We also want to compare the proficiency levels across various genres of texts in the ... See full document
10
Using Explicit Discourse Connectives in Translation for Implicit Discourse Relation Classification
... a variety of approaches to the task, including feature-based methods (Pitler et al., 2009; Lin et al., 2009; Park and Cardie, 2012; Biran and McKeown, 2013; Rutherford and Xue, 2014) and neural network models (Zhang et ... See full document
12
Some Effects of Explicit Grammar Instruction and Syntactic Priming on Students’ Written Language Production
... or syntactic priming is a phenomenon in which prior exposure to specific language structures either facilitates or interferes with a learner’s subsequent language production ...through explicit instruction ... See full document
8
Subgraph based Classification of Explicit and Implicit Discourse Relations
... linguistic features, we use a graph-based representation of discourse segments, which allows for a more abstract (and hence generalizable) notion of syntactic (and partially of semantic) ... See full document
11
Effect of explicit and implicit FFI on EFL learners' implicit and explicit knowledge of simple and difficult morphosyntactic features
... italic features, with an instruction for learners to focus their attention on understanding the meanings of the sentences and ...two explicit groups also received the materials in an inductive and deductive ... See full document
38
Explicit Evidence on an Implicit Contract
... Second, we believe that this evidence may call attention to other long-term fixed prices and implicit contracts from a similar time period. For example, the Wrigley Company's 5-stick packages of gum were 5¢ from ... See full document
33
Explicit Fine grained Syntactic and Semantic Annotation of the Idafa Construction in Arabic
... Verbal masdars in Arabic are verbal nouns, which are similar to English gerunds. Similar to English, they exhibit the same type of ambiguity, whether the nominal or verbal function is intended. In English, for example, ... See full document
9
The DCU Discourse Parser: A Sense Classification Task
... sense classification under the setting that identification of connectives and arguments are ...for explicit classification. On contrast to implicit classification all the figures are ... See full document
7
Explicit Evidence of an Implicit Contract
... Coca-Cola implicit contract episode highlights an extraordinarily successful firm that effectively chose to almost entirely forgo nominal price and quality ... See full document
45
Implicit and explicit body representations
... In a subsequent study, Longo and Haggard (2012a) investigated the level of spatial abstraction at which these implicit maps are organised, using the same logic discussed above for tactile localisation and tactile ... See full document
32
Pragmatics and the explicit-implicit distinction
... which explicit communication is characterised in relevance theory accommodates subsentential utterances quite ...with implicit communication (as in the previous section, example (46)) it is plainly a ... See full document
388
Pyrolysis and Combustion Kinetics of Biomass-Related Compounds.
... The effect of water molecules as a solvent and catalyst was tested using explicit, implicit (CPCM solvent model), and a combination of explicit and implicit water molecules[r] ... See full document
423
Tree Kernel based Negation and Speculation Scope Detection with Structured Syntactic Parse Features
... Constituent Syntactic Features: For improv- ing the basic classification, we employ 10 constit- uent features belonging to two ...coherent features (CS1~CS6 in Table 3). These ... See full document
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