21 citations · 35 across the 3 of their papers we have counts for
8 papers
Emotion-Aware Transformer Encoder for Empathetic Dialogue Generation
Raman Goel, Seba Susan, Sachin Vashisht +1
Modern day conversational agents are trained to emulate the manner in which humans communicate. To emotionally bond with the user, these virtual agents need to be aware of the affe…
Improving Word Recognition in Speech Transcriptions by Decision-level Fusion of Stemming and Two-way Phoneme Pruning
Sunakshi Mehra, Seba Susan
We introduce an unsupervised approach for correcting highly imperfect speech transcriptions based on a decision-level fusion of stemming and two-way phoneme pruning. Transcripts ar…
A Hybrid Model for Combining Neural Image Caption and k-Nearest Neighbor Approach for Image Captioning
Kartik Arora, Ajul Raj, Arun Goel +1
A hybrid model is proposed that integrates two popular image captioning methods to generate a text-based summary describing the contents of the image. The two image captioning mode…
Evaluating Deep Neural Network Ensembles by Majority Voting cum Meta-Learning scheme
Anmol Jain, Aishwary Kumar, Seba Susan
Deep Neural Networks (DNNs) are prone to overfitting and hence have high variance. Overfitted networks do not perform well for a new data instance. So instead of using a single DNN…
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain
Mudit Verma, Pradyumna Sinha, Karan Goyal +2
Neural networks have now long been used for solving complex problems of image domain, yet designing the same needs manual expertise. Furthermore, techniques for automatically gener…
Context- and Sequence-Aware Convolutional Recurrent Encoder for Neural Machine Translation
Ritam Mallick, Seba Susan, Vaibhaw Agrawal +2
Neural Machine Translation model is a sequence-to-sequence converter based on neural networks. Existing models use recurrent neural networks to construct both the encoder and decod…