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A Cross lingual Annotation Projection Approach for Relation Detection
... tion Detection and Characterization (RDC) task organized by the Automatic Content Extraction project (Doddington et ...multi- lingual corpora of English, Chinese and Ara- ...statistical relation ... See full document
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PD3: Better Low Resource Cross Lingual Transfer By Combining Direct Transfer and Annotation Projection
... for cross-lingual approaches, it is also pos- sible to select predictions on the source side of parallel data into the train sets only if the classi- fier’s confidence exceeds a certain threshold, or to ... See full document
13
Multilingual Open Relation Extraction Using Cross lingual Projection
... domain relation extraction systems iden- tify relation and argument phrases in a sen- tence without relying on any underlying ...a cross-lingual annotation projection method for ... See full document
6
Initial Experiments In Cross Lingual Morphological Analysis Using Morpheme Segmentation
... treating each individual language as a single task and train a joint model for all the tasks. All learned representations are jointly embedded into a shared vector space to transfer morphological knowledge in a ... See full document
9
Cross lingual Structure Transfer for Relation and Event Extraction
... Our cross-lingual structure transfer approach (see Figure 2) consists of four steps: (1) Convert each sentence in any language into a language-universal tree structure based on universal dependency ... See full document
13
Weakly Supervised Cross Lingual Named Entity Recognition via Effective Annotation and Representation Projection
... for cross-lingual NER with no human annotation in a target ...first approach is to create automati- cally labeled NER data for a target lan- guage via annotation projection on ... See full document
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Cross lingual Annotation Projection Is Effective for Neural Part of Speech Tagging
... semi-supervised approach (self-training) showed only moderate gains despite a notable increase of the training corpus with synthetically labeled ...(using cross-lingual transfer via annotation ... See full document
11
Notes on the Evaluation of Dependency Parsers Obtained Through Cross Lingual Projection
... a projection- based framework for dependency parsing in which annotations for a source lan- guage are transfered to a target language using word alignments in a parallel cor- ...such cross-lingual ... See full document
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Improving the Cross Lingual Projection of Syntactic Dependencies
... the relation of that word to its ...conversion approach are not optimal for syntax-based SMT as they are usually very flat and do not provide the deep hierarchi- cal structures that are common in ... See full document
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Entity Projection via Machine-Translation for Cross-Lingual NER
... improve annotation- projection approaches to cross-lingual named entity ...Our approach improves upon cur- rent state-of-the-art methods for cross-lingual named entity ... See full document
11
Cross lingual Model Transfer Using Feature Representation Projection
... Cross-lingual model transfer approaches are con- cerned with creating statistical models for var- ious tasks for languages poor in annotated re- sources, utilising resources or models available for these ... See full document
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A Cross lingual Annotation Projection based Self supervision Approach for Open Information Extraction
... We developed a Korean Open IE system (Fig- ure 4) based on our proposed cross-lingual anno- tation projection-based self-supervised learning. Our system is operated with no language-specific ... See full document
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A Graph based Cross lingual Projection Approach for Weakly Supervised Relation Extraction
... direct projection approach is still vulner- able to erroneous inputs generated by ...direct projection approach considers only align- ments between entity candidates, and it does not consider ... See full document
6
Rediscovering Annotation Projection for Cross Lingual Parser Induction
... on annotation projection for parser induction across languages showed only limited success and often required substantial language-specific post-processing to fix inconsis- tencies and to lift the ... See full document
11
Annotation Projection based Representation Learning for Cross lingual Dependency Parsing
... dependency relation between a parent (also known as the head) word and a child (also known as the dependent) word, we can collect a number of queries based on the dependency ...dependency relation for each ... See full document
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Cross lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian
... Transfer Method We briefly present here McDon- ald et al. (2011)’s algorithm. The transfer process starts with a delexicalized model transfer (Zeman and Resnik, 2008; McDonald et al., 2013): assuming all languages are ... See full document
7
Scaling up Automatic Cross Lingual Semantic Role Annotation
... and annotation framework adopted in previous work are not directly compara- ble to ours, and their methods have been evaluated on restricted test sets, results are not strictly com- ...semantic annotation ... See full document
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Cross lingual Projections between Languages from Different Families
... In this section we test our method on projection of POS tagging from English to Chinese, to show that our methods can well extend to other NLP tasks. Unlike named entities, POS tags are asso- ciated with single ... See full document
6
Transferring Coreference Resolvers with Posterior Regularization
... used cross-lingual approaches, such as delexical- ized transfer with bilingual embeddings, direct projection, and “vanilla” posterior ...on cross-lingual learning of sequence mod- ... See full document
11
Classification of telicity using cross linguistic annotation projection
... our approach by comparing the labels given by humans versus the projected labels; (2) we provide a freely available data set of English texts taken from MASC (Ide et ... See full document
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