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...International journal on natural language computing ijnlc vol no december saurabh varshney and jyoti bajpai department of computer engineering gla university mathura india abstract the main issue in cross information retrieval clir is poor performance terms average precision when compared to monolingual reasons behind are mismatching query lexical ambiguity un translated existing problems needed be addressed order increase system this paper we putting our effort solve given problem by proposed an algorithm for improving english hindi used all possible combination using transliteration choosing best among them documents experiment performed fire forum evaluation datasets experimental result show that approach gives better also helps overcoming outperforms keywords translation shabdanjali multi lingual dictionary data collection title field initial mean introduction rapidly constructing broad network architecture transferring across national barriers but much remains done before linguist...