[PDF] Top 20 Bilingual Document Alignment with Latent Semantic Indexing
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Bilingual Document Alignment with Latent Semantic Indexing
... cross-lingual Latent Semantic In- dexing to the Bilingual Document Align- ment Task at ...each document into the joint semantic space are combined with a measure of string ... See full document
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Latent Semantic Tensor Indexing for Community based Question Answering
... We compare our method with two baseline methods: Okapi BM25 and LSI and two state- of-the-art methods: (Jeon et al., 2005b)(Xue et al., 2008). In LSI, we regard each triple as a single document. Three annotators ... See full document
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Generic Text Summarization Using Probabilistic Latent Semantic Indexing
... This paper presents a strategy to generate ge- neric summary of documents using Probabilistic Latent Semantic Indexing. Generally a docu- ment contains several topics rather than a single one. ... See full document
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Indexing Spoken Documents with Hierarchical Semantic Structures: Semantic Tree to string Alignment Models
... A closer examination of errors made by HieBase suggests that in a DTW-based align- ment, a large subtree is likely to be aligned to a region larger than it should be, particularly for higher-level bullets (e.g., slides), ... See full document
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Enhancing Multilingual Latent Semantic Analysis with Term Alignment Information
... term alignment information such that the upper diago- nal block captures any term-to-term ...term-term alignment information serves to enhance the term-by-concept vectors in U by providing explicit, ... See full document
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Improved Similarity Based Matrix Completion Algorithm Using Latent Semantic Indexing
... (Eq. 4) where ax: denotes x-th row of A and spq ∈ [0, 1]. If spq→1, then p and q are strongly related since they co- appear in many documents, and if spq→0 then p and q are unrelated. The proposed algorithm works by ... See full document
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Semantic search using Latent Semantic Indexing and Word Net
... A novel technique for conceptual similarity search of text using word chaining seems to be more efficient at document-to-document similarity search when compared to the standard inverted index [1]. Also, ... See full document
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Topic Adaptation for Lecture Translation through Bilingual Latent Semantic Models
... ing to the source and target languages, respectively. Based on the assumption that the topics in a parallel text share the same semantic meanings across lan- guages, the topics are sampled from the same topic- ... See full document
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YODA System for WMT16 Shared Task: Bilingual Document Alignment
... diate document representation between documents from the source and target side where similar in- termediate concepts are closely ...Structured Semantic Mod- els (Huang et ... See full document
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Enhanced Clustering Technique for Search Engine Results using K-Algorithm
... 2.2 Vector space model: It transforms textual data into numeric vectors and matrices and then employs matrix analysis to discover key features and connections in the document collection. It will overcome the ... See full document
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INCORPORATING DEOXYRIBONUCLEIC ACID IN AES SCHEME FOR ENHANCING SECURITY AND PRIVACY PROTECTION
... structured document which are relevant to the user ...on latent semantic indexing (LSI) method in order to enhance the performance of the information retrieval ...using latent ... See full document
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Article Description
... Latent Semantic Indexing is an information retrieval technique that indexes and uses mathematical technique SVD, which identifies the pattern in an unstructured collection of text and finds ... See full document
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SEARCH STRATEGYIMPROVING IN SEARCH ENGINE
... (Probabilistic Latent Semantic Analysis) model andthen examine how these models worked to performquery ...the indexing mechanism of keywords we canprocess large corpa of document in an ... See full document
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A document management methodology based on similarity contents
... a document. This approach attempts to summarize a whole document with a set of terms that are relevant in the context of the ...a document, and uses these as a mean to convey the semantics of the ... See full document
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THE EFFECTS OF TECHNOLOGY, ORGANISATIONAL, BEHAVIOURAL FACTORS TOWARDS UTILIZATION OF E GOVERNMENT ADOPTION MODEL BY MODERATING CULTURAL FACTORS
... summarization. Latent semantic analysis LSA is a technique for extracting the relational meanings of terms, sentences or documents on the basis of their contextual use and latent semantic ... See full document
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Survey On Semantic Information Retrieval Techniques In Bigdata
... filter document information from the storage domain in response to user ...in semantic space and query building, stripping suffix and using more than monosyllable ...with Latent semantic ... See full document
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Organizational Accessibility and Community Connections: Examining Changes in the Spatial Proximity of Pubic Housing Residents to Social Service Providers and Providers' Responses to Redevelopment
... This is obtained by truncating the last r − k terms from the outer expansion of A. There are many applications of the singular value decomposition, including digital image processing and principal component analysis. We ... See full document
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Web Search Result Clustering using Heuristic Search and Latent Semantic Indexing
... The proposed method performs heuristic search on the query result graph to prune undesired edges to form cluster and carries out Latent Semantic Indexing within these clusters to make th[r] ... See full document
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Using Term Position Similarity and Language Modeling for Bilingual Document Alignment
... a bilingual dictionary dedicated for each specific webdomain should in- crease the accuracy of the term position similar- ity ...a bilingual dictionary or a translation model directly for the generative ... See full document
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DOCAL Vicomtech’s Participation in the WMT16 Shared Task on Bilingual Document Alignment
... for document alignment, which took part in the WMT 2016 shared task on bilin- gual document ...ied document alignment scenarios, from parallel to comparable corpora, with mini- mal ... See full document
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