[PDF] Top 20 Improving Dependency Parsing with Fined Grained Features
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Improving Dependency Parsing with Fined Grained Features
... As mentioned in Section 3.2, the semantic infor- mation of each word can be represented as hierar- chical hypernym-hyponymy relations. In this pa- per, we attempt to establish the mapping from top to down and split the ... See full document
9
On the Role of Morphosyntactic Features in Hindi Dependency Parsing
... Each sentence is manually chunked and then an- notated for dependency relations. A chunk is a mi- nimal, non-recursive structure consisting of correlated groups of words (Bharati et al., 2006). A node in a ... See full document
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Improving Arabic Dependency Parsing with Form based and Functional Morphological Features
... tal setting (Marton et al., 2010) but not when using predicted POS tags (POS tagger output). This may be a result of CASE tagging having a lower error rate in Czech (5.0%) (Hajiˇc and Vidová-Hladká, 1998) compared to ... See full document
11
Improving Dependency Parsing with Semantic Classes
... semantic features together with other features such as wordform, lemma or part of ...combining features gives significant in- creases over using a single semantic ... See full document
5
Improving cross domain dependency parsing with dependency derived clusters
... There are several directions we wish to pursue in follow-up work. The experiments in this paper were based on the feature set described by Øvrelid and Skjærholt (2012). Further work will give pri- ority to the design and ... See full document
10
Improving Chinese POS Tagging with Dependency Parsing
... indispensable features for de- pendency parsing since pure lexical features lead to severe sparseness ...for dependency parsing. Secondly, Chinese dependency parsing ... See full document
5
Linguistic features in data driven dependency parsing
... Data-driven dependency parsing has recently re- ceived extensive attention in the parsing commu- nity and impressive results have been obtained for a range of languages (Nivre et ...overall ... See full document
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ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing
... A “good” parser should not only perform well in the intrinsic metrics such as LAS, BLAS and BLEX, but should strengthen a real world NLP system by provid- ing relevant syntactic features. To understand the im- ... See full document
15
Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features
... morphology features to dependency parsing of Arabic, a morphologically rich language with complex agreement ...morphological features in two input conditions: machine-predicted condition (in ... See full document
34
Improving Dependency Parsing with Subtrees from Auto Parsed Data
... The use of auto-parsed data is not new. How- ever, unlike most of the previous studies (Sagae and Tsujii, 2007; Steedman et al., 2003) that im- proved the performance by using entire trees from auto-parsed data, we ... See full document
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An Empirical Study on the Effect of Morphological and Lexical Features in Persian Dependency Parsing
... sian dependency treebank as the base setting and convert Bijankhan tagset to ...phological features, namely number, person, and ...Persian dependency treebank. Despite 14 possi- ble TMA values in ... See full document
11
Improving Dependency Parsing with Interlinear Glossed Text and Syntactic Projection
... Due to linguistic divergence, projected trees are error-prone. Instead of making hard decisions based on projection, we use information from projected trees as a feature in a discriminative parser. This feature will be ... See full document
10
Improving Semantic Dependency Parsing with Syntactic Features
... The errors avoided by the syntax-informed model (columns 1 and 2) have similar syntactic- head distributions as the general distribution in Fig- ure 3 when looking at gold syntax. The distribution for predicted syntax ... See full document
10
Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological Features
... CATiB’s dependency representation is based on traditional Arabic grammar and emphasizes syn- tactic case ...eight dependency relations: SBJ and OBJ for subject and (direct or indirect) object, respectively, ... See full document
9
Informed ways of improving data driven dependency parsing for German
... The no morph row in Table 4 shows, that using no morphological information at all de- creases parser performance. When only case val- ues are annotated, the parser performance does not change much in comparison to the ... See full document
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Improving Graph based Dependency Parsing with Decision History
... graph-based dependency parsing by using decision ...the dependency relations between words with a short distance are more reliable than ones between words with a long ...graph-based parsing ... See full document
9
Improving Unsupervised Dependency Parsing with Richer Contexts and Smoothing
... We present a smoothing technique for unsupervised PCFG estimation which allows us to explore more sophisticated dependency grammars. Our method combines linear interpolation with a Bayesian prior that ensures the ... See full document
9
Transition based Dependency Parsing with Rich Non local Features
... determining parsing ac- ...non-local features into graph-based de- pendency parsing (Smith and Eisner, 2008; Martins et ...based parsing, by contrast, can easily accommodate arbitrarily ... See full document
6
Improving Transition Based Dependency Parsing with Buffer Transitions
... The projective buffer transitions presented here bear some resemblance to the easy-first parser by Goldberg and Elhadad (2010), which allows cre- ation of dependency arcs between any pair of con- tiguous nodes and ... See full document
12
Sequence Labeling Parsing by Learning across Representations
... use parsing as sequence labeling as a com- mon framework to learn across constituency and dependency syntactic ...a parsing paradigm as an auxiliary loss consistently im- proves the performance on ... See full document
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