Search Results for author: Ramit Pahwa

Found 3 papers, 0 papers with code

Model Blending for Text Classification

no code implementations5 Aug 2022 Ramit Pahwa

Deep neural networks (DNNs) have proven successful in a wide variety of applications such as speech recognition and synthesis, computer vision, machine translation, and game playing, to name but a few.

Machine Translation Model Compression +5

Data-Driven Compression of Convolutional Neural Networks

no code implementations28 Nov 2019 Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary

Designing and training a CNN architecture that does well on all three metrics is highly non-trivial and can be very time-consuming if done by hand.

Knowledge Distillation Model Compression

LSTMs with Attention for Aggression Detection

no code implementations COLING 2018 Nishant Nikhil, Ramit Pahwa, Mehul Kumar Nirala, Rohan Khilnani

In this paper, we describe the system submitted for the shared task on Aggression Identification in Facebook posts and comments by the team Nishnik.

Aggression Identification

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