A language modeling approach to information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
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SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Dependence language model for information retrieval
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A quasi-synchronous dependence model for information retrieval
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Information Retrieval
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In this paper, we revisit the dependence language modelfor information retrieval proposed in [1], and show that thismodel is deficient from a theoretical point of view. We thenpropose a new model, well founded theoretically, for integratingdependencies between terms in the language model.This new model is simpler, yet more general, than the oneproposed in [1], and yields similar results in our experiments,on both syntactic and semantic dependencies.