16 March 2019 : I have graduated and my homepage has moved to pushpendre.github.io. This page will not be updated any longer.

I am a CS Ph.D. student in The Center For Language and Speech Processing at the Johns Hopkins University.

At CLSP, my advisor is Benjamin Van Durme. I have also had the fortune to work with the following faculty members at JHU: Raman Arora, Kevin Duh, Jason Eisner, Vince Lyzinski, Matt Post, James Spall, and Aaron Steven White.

Selected Publications

See my google scholar profile for a complete list of publications.

  • Scaling Multi-Domain Dialogue State Tracking via Query Reformulation. Pushpendre Rastogi, Arpit Gupta, Tongfei Chen and Mathias Lambert. NAACL (2019) [Arxiv Link].
  • Neural Variational Entity Set Expansion for Automatically Populated Knowledge Graphs. Pushpendre Rastogi, Adam Poliak, Vince Lyzinski, and Benjamin Van Durme. Information Retrieval Journal (2018). [doi] [bib] .
  • Efficient, compositional, order-sensitive n-gram embeddings. Adam Poliak*, Pushpendre Rastogi*, M. Patrick Martin and Benjamin Van Durme, EACL (2017). [pdf] [bib](* indicates equal contribution)
  • Vertex Nomination on the Cold Start Knowledge Graph. Pushpendre Rastogi, Vince Lyzinski, and Benjamin Van Durme (2017). Technical report, HLTCOE (2017). [pdf] [bib]
  • Weighting Finite-State Transductions With Neural Context, Pushpendre Rastogi, Ryan Cotterell, Jason Eisner. NAACL(2016) [bib] [pdf] [slides] [code]
  • Efficient Implementation of Enhanced Adaptive Simultaneous Perturbation Algorithms. Pushpendre Rastogi, Jingyi Jhu, James Spall. CISS(2016) [bib] [code] [pdf]
  • Multiview LSA: Representation Learning Via Generalized CCA. Pushpendre Rastogi, Benjamin Van Durme and Raman Arora, NAACL(2015) [pdf], [data+code], [bib], [poster], [supplementary]
  • Stationarity Condition for Fractional Sampling Filters. Pushpendre Rastogi (Master's theses)[pdf]