12 citations · 35 across the 11 of their papers we have counts for
4 papers · 1 filter
CAWA: An Attention-Network for Credit Attribution
Saurav Manchanda, George Karypis
Credit attribution is the task of associating individual parts in a document with their most appropriate class labels. It is an important task with applications to information retr…
Intent term selection and refinement in e-commerce queries
Saurav Manchanda, Mohit Sharma, George Karypis
In e-commerce, a user tends to search for the desired product by issuing a query to the search engine and examining the retrieved results. If the search engine was successful in co…
Text segmentation on multilabel documents: A distant-supervised approach
Saurav Manchanda, George Karypis
Segmenting text into semantically coherent segments is an important task with applications in information retrieval and text summarization. Developing accurate topical segmentation…
Distributed representation of multi-sense words: A loss-driven approach
Saurav Manchanda, George Karypis
Word2Vec's Skip Gram model is the current state-of-the-art approach for estimating the distributed representation of words. However, it assumes a single vector per word, which is n…