Designed and implemented a framework for error detection and correction tool that provides the ability to perform pseudo-error-correction in a large-scale search engine system. Deployed the search engine tool on the Sandhan, a cross-lingual search engine in Indian languages. Studied WordNet-based features and word embeddings approach to detect Multiword Expressions in IR.