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3 papers
Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks
Shree Charran R, Rahul Kumar Dubey
Word Representations form the core component for almost all advanced Natural Language Processing (NLP) applications such as text mining, question-answering, and text summarization,…
Characterizing the Weight Space for Different Learning Models
Saurav Musunuru, Jay N. Paranjape, Rahul Kumar Dubey +1
Deep Learning has become one of the primary research areas in developing intelligent machines. Most of the well-known applications (such as Speech Recognition, Image Processing and…
Exploring the role of Input and Output Layers of a Deep Neural Network in Adversarial Defense
Jay N. Paranjape, Rahul Kumar Dubey, Vijendran V Gopalan
Deep neural networks are learning models having achieved state of the art performance in many fields like prediction, computer vision, language processing and so on. However, it ha…