[PDF] Top 20 Lexical Substitution Dataset for German
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Lexical Substitution Dataset for German
... where P is the set of all possible pairings. In our study | P | = 1200, 6 possible pairs of annotators × 200 sentences. The calculated pairwise agreements are given in Table 2. Pairwise IAA for all words was 16.95%, with ... See full document
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Metaheuristic Approaches to Lexical Substitution and Simplification
... knowledge-based lexical substitution ...standard lexical substitution datasets, one English and one ...D-Bees–based lexical substitu- tion system outperforms state-of-the-art systems on ... See full document
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A Simple Word Embedding Model for Lexical Substitution
... ‘all-words’ dataset, called ‘Concepts in Context’, was introduced in Kre- mer et ...This dataset provides the same kind of data as LS-SE, but instead of choosing specific target words that tend to be ... See full document
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Direct Word Sense Matching for Lexical Substitution
... evaluation dataset for the new problem from the Senseval-3 English lexical sample dataset (Mihal- cea and Edmonds, 2004). We then evaluated alter- native supervised and unsupervised methods that ... See full document
8
Language Transfer Learning for Supervised Lexical Substitution
... We confirm earlier research (Sinha and Mihalcea, 2009) on the high quality of selecting candidates from lexical resources. We thus base our candidate selection on prevalently used resources: WordNet (Fellbaum, ... See full document
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Evaluation Dataset and System for Japanese Lexical Simplification
... This dataset was annotated by fluent but non- native English speakers (college ...Trial dataset used four annotators, and the Test dataset used five ...the lexical substitution ... See full document
6
Lexical Substitution for Evaluating Compositional Distributional Models
... for lexical substitution as a means to evaluate CDSMs. Lexical substitution is a more natural task, enables us to evaluate meaning composition at the level of individ- ual words, and provides ... See full document
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Controlled and Balanced Dataset for Japanese Lexical Simplification
... Ties are not permitted in simplification rank- ing. When each annotator assigns a simplifica- tion ranking to a substitution list, a tie cannot be assigned in previous datasets (Specia et al., 2012; Kajiwara and ... See full document
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LEXenstein: A Framework for Lexical Simplification
... In this experiment we evaluate all SG approaches in LEXenstein. For the KauchakGenerator, we use the corpus provided by (Kauchak, 2013), com- posed of 150, 569 complex-to-simple parallel sen- tences, parsed by the ... See full document
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A Preliminary Study of Croatian Lexical Substitution
... a lexical sample approach, in which the experiments are carried out on a predefined set of ...Cro36WSD dataset (Alagi´c and Šnajder, 2016), a lexical sample for Croatian ... See full document
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Investigating Lexical Substitution Scoring for Subtitle Generation
... When analyzing the mistakes of the distributional similarity method it seems as if many were not nec- essarily due to the method itself but rather to imple- mentation issues. The online source we used con- tains only the ... See full document
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A Comparison of Context sensitive Models for Lexical Substitution
... We compare representations that model context in different ways: they exploit context embeddings generated within the skip-gram model (Melamud et al., 2015), learn a generic context embedding func- tion using a ... See full document
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SMILE Swiss German Sign Language Dataset
... for lexical signs of Swiss German Sign Language (Deutschschweizerische Geb¨ardensprache, DSGS) that relies on ...large-scale dataset containing videotaped repeated productions of the 100 items of the ... See full document
9
GermanPolarityClues: A Lexical Resource for German Sentiment Analysis
... available lexical resource for sentiment analysis for the German language - ...a German- based sentiment ...existing dataset with ad- ditional polarity features as aggregated from other (web- ... See full document
5
Simplification Using Paraphrases and Context Based Lexical Substitution
... for lexical simplification is to iden- tify the complex words that should be ...tated dataset, which uses a corpus consisting of 1,130 articles, manually rewritten by experts at Newsela 3 at four different ... See full document
11
Extending the gold standard for a lexical substitution task: is it worth it?
... annotation dataset with all the sub- stitutes provided by the systems: for each target sentence, every substitute either proposed by one of the participant systems, the baseline, or found in the first gold ... See full document
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A Search Task Dataset for German Textual Entailment
... We concentrate on a search task on a computer user forum that deals with computer problems: given a problem statement formulated by a user, identify all relevant forum threads that describe this problem. We created ... See full document
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Evaluating Lexical Substitution: Analysis and New Measures
... Lexical substitution is the task of finding a replacement for a target word in a sentence so as to preserve, as closely as possible, the meaning of the original ...correct lexical substitution ... See full document
5
Personalized Substitution Ranking for Lexical Simplification
... other lexical sub- stitution corpora such as the 2007 English Lexi- cal Substitution shared task (McCarthy and Nav- igli, 2009) and CoInCo (Kremer et ...this dataset as “PPDB ... See full document
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What Substitutes Tell Us Analysis of an “All Words” Lexical Substitution Corpus
... “English Lexical Substitution” dataset (McCarthy and Navigli, 2009) comprises 200 target content words (balanced numbers of nouns, verbs, adjectives and ...pilot dataset (500 target instances) ... See full document
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