linguistic constraints
Importance of Linguistic Constraints in Statistical Dependency Parsing
... basic linguistic information, then the usefulness of the statistical system improves a ...incorporating linguistic constraints into the sta- tistical dependency ...
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Incorporating Linguistic Constraints into Keyphrase Generation
... the linguistic constraints of keyphrases into the basic Seq2Seq network on the source side, and employ the multi-task learning framework on the target ...
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Counter fitting Word Vectors to Linguistic Constraints
... linguistic constraints. GloVe vectors benefit from all three sets of constraints, whereas the quality of Paragram vectors, already exposed to PPDB, only improves with the injection of WordNet ...of ...
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Learning Hebrew Roots: Machine Learning with Linguistic Constraints
... We present a machine learning approach, aug- mented by limited linguistic knowledge, to the prob- lem of identifying the roots of Hebrew words. To the best of our knowledge, this is the first appli- cation of ...
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Identifying Semitic Roots: Machine Learning with Linguistic Constraints
... The contributions of this article are manifold. First and foremost, we report on a practical system which can be used to extract roots in Hebrew and Arabic (the system is freely available; an on-line demo is provided at ...
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Exploring Linguistic Constraints in Nlp Applications
... my linguistic background may actually constrain my ...deterministic constraints for supervised POS ...deterministic constraints are not so easy and natural to learn, and that our first try works in ...
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Lessons learnt from teachers' perspectives on mobile learning in South Africa with cultural and linguistic constraints
... and linguistic differences, providing teachers with educational challenges, particularly in mathematics and science ...diversely linguistic classrooms and how technology can be used to enhance such ...
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Extra Linguistic Constraints on Stance Recognition in Ideological Debates
... rebuttal links as hard inter-post constraints dur- ing inference. However, since automatic discov- ery of rebuttal links is a non-trivial problem, em- ploying gold rebuttal links substantially simplifies the ...
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Generalized Tuning of Distributional Word Vectors for Monolingual and Cross Lingual Lexical Entailment
... using constraints (from L1) as supervision; Row #3: Cross-lingual GLEN: LE-tuning of vectors from language L2 – f applied to L2 vectors projected (function g) to the L1 embedding ...external constraints. ...
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A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing
... and linguistic constraints with contexts for deriving knowledge-aware word vectors and meanwhile balances attentions over context and constraints through regularization, which robustly improves both ...
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Post Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
... The proposed post-specialisation method can be seen as a two-step process, illustrated in Fig. 1a: 1) We use a state-of-the-art specialisation model to transform the subspace of seen words from the input distributional ...
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Book Reviews: Computational lexical semantics
... 'Linguistic constraints on type coer- cion', by James Pustejovsky; 'From lexical semantics to text analysis', by Sabine Bergler; 'Lexical functions, generative lexicons, a n d the world'[r] ...
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Integrating Linguistic and Performance Based Constraints for Assigning Phrase Breaks
... The mapping between syntactic structure and prosodic structure is a widely discussed topic in linguistics. In this work we use insights gained from research on syntax-to-prosody mapping in or- der to develop a ...
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Design Of Sugeno Fuzzy Logic Controller For Resistance Furnace
... output linguistic variables, defining linguistic values (linguistic labels), defining control rules, shapes of fuzzy sets that present the linguistic labels, t- norm calculations, t-conorm ...
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Levine Meurers HPSG encyclopedia entry pdf
... minimal linguistic ontologies in that new types are introduced only if they are necessary to refer to language proper- ties that cannot otherwise be distinguished in the model ...
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A multiobjective TPM Strategic Release Planning model and its application on a CRM project
... 2) Evaluation and strategy choice stage: This stage involves the consolidation and integration of the collected information from the qualification stage in order to evaluate selection factors for each CR described ...
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The non-linguistic in poetic language. A generative approach
... The language of poetry has both linguistic and non-linguistic characteristics. (In this, poetry is not special; for example, Hope (2000) argues that Standard English has non-linguistic ...
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A Flexible POS Tagger Using an Automatically Acquired Language Model
... On the other hand, we have context constraints learned from the same training corpus using statistical decision trees, as described in section 3.. The linguistic part is very small --sin[r] ...
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Learning Correlations between Linguistic Indicators and Semantic Constraints: Reuse of Context Dependent Descriptions of Entities
... Learning Correlations between Linguistic Indicators and Semantic Constraints Reuse of Context Dependent Descriptions of Entities Learning C o r r e l a t i o n s b e t w e e n Linguistic I n d i c a t[.] ...
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Learning Correlations between Linguistic Indicators and Semantic Constraints: Reuse of Context Dependent Descriptions of Entities
... Using machine learning techniques from a very large corpus, we automatically extracted a large set of rules that predict the choice of a description out of an entity profile.. We showed [r] ...
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