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Titlebook: Information Retrieval Technology; 7th Asia Information Mohamed Vall Mohamed Salem,Khaled Shaalan,Halim Kh Conference proceedings 2011 Sprin

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Query Recommendation by Modelling the Query-Flow Graph identify the hidden intents of queries from the graph. We then apply an intent-biased random walk over the graph for query recommendation. Empirical experiments are conducted based on real world query logs, and both the qualitative and quantitative results demonstrate the effectiveness of our approach.
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Cross-Language Information Retrieval with Latent Topic Models Trained on a Comparable Corpuse bilingual Latent Dirichlet Allocation model (BiLDA) creates an interlingual representation, which can be used as a translation resource in many different multilingual settings as comparable corpora are available for many language pairs. The probabilistic interlingual representation is incorporated
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