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Text representation is crucial for many natural language processing applications. This paper presents an approach to extraction of binary lexical relations (BLR) from Portuguese texts for representing phrasal cohesion mechanisms. We demonstrate how this automatic strategy may be incorporated to information retrieval systems. Our approach is compared to those using bigrams and noun phrases for text retrieval. BLR strategy is shown to improve on the best performance in an experimental information retrieval system.