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cs.CL2017★ 44 cited
Text Summarization using Abstract Meaning Representation
Shibhansh Dohare, Harish Karnick, Vivek Gupta
With an ever increasing size of text present on the Internet, automatic summary generation remains an important problem for natural language understanding. In this work we explore…
stat.ML2017
Variational Inference via Transformations on Distributions
Siddhartha Saxena, Shibhansh Dohare, Jaivardhan Kapoor
Variational inference methods often focus on the problem of efficient model optimization, with little emphasis on the choice of the approximating posterior. In this paper, we revie…