Publications

Serving DNNs in Real Time at Datacenter Scale with Project Brainwave

MS MARCO: A Human-Generated MAchine Reading COmprehension Dataset - T Nguyen, M Rosenberg, X Song, J Gao, S Tiwary… - 2016 - openreview.net

Neural Ranking Models with Multiple Document Fields - …, B Mitra, X Song, N Craswell, S Tiwary - Proceedings of the …, 2018 - dl.acm.org

MS MARCO: A Human Generated MAchine Reading COmprehension Dataset - …, M Rosenberg, X Song, A Stoica, S Tiwary… - arXiv preprint arXiv …, 2016 - arxiv.org

An Axiomatic Approach to Regularizing Neural Ranking Models - …, B Mitra, C Xiong, N Craswell, X Song, S Tiwary - arXiv preprint arXiv …, 2019 - arxiv.org

Optimizing Query Evaluations Using Reinforcement Learning for Web Search - …, D Jose, G Ghosh, B Mitra, S Tiwary - The 41st International ACM …, 2018 - dl.acm.org

Generic Intent Representation in Web Search - …, C Rosset, PN Bennett, N Craswell, S Tiwary - arXiv preprint arXiv …, 2019 - arxiv.org

Systems and methods for automated query answer generation - SK Tiwary, M Rosenberg, J Gao, X Song… - US Patent App. 15 …, 2018 - Google Patents

Towards Language Agnostic Universal Representations - A Aghajanyan, X Song, S Tiwary - arXiv preprint arXiv:1809.08510, 2018 - arxiv.org


Blogs

Microsoft makes it easier to build popular language representation model BERT at large scale

Learning web search intent representations from massive web search logs

Towards More Intelligent Search: Deep Learning for Query Semantics