Inderjit S. Dhillon
4 papers in the PaperMetrix corpus
Papers by this author
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Realtime query completion via deep language models
2018
Search engine users nowadays heavily depend on query completion and correction to shape their queries. Typically, the completion is done by database lookup which does not understand the context and cannot generalize to prefixes not …
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Session-Aware Query Auto-completion using Extreme Multi-Label Ranking
2021
Query auto-completion (QAC) is a fundamental feature in search engines where the task is to suggest plausible completions of a prefix typed in the search bar. Previous queries in the user session can provide useful …
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Collaborative filtering with graph information: consistency and scalable methods
2015
Low rank matrix completion plays a fundamental role in collaborative filtering applications, the key idea being that the variables lie in a smaller subspace than the ambient space. Often, additional information about the variables is …
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Taming Pretrained Transformers for Extreme Multi-label Text Classification
2020
We consider the extreme multi-label text classification (XMC) problem: given an input text, return the most relevant labels from a large label collection. For example, the input text could be a product description on Amazon.com …