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Anjishnu Kumar
Anjishnu Kumar
Machine Learning Scientist, Amazon Artificial General Intelligence
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Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding
A Kumar, A Gupta, J Chan, S Tucker, B Hoffmeister, M Dreyer, ...
NIPS 2017, Workshop on Conversational AI, 2017
812017
Efficient large-scale neural domain classification with personalized attention
YB Kim, D Kim, A Kumar, R Sarikaya
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
542018
Zero-Shot Learning across Heterogeneous Overlapping Domains
Anjishnu Kumar, Pavankumar Muddireddy, Markus Dreyer, Bjorn Hoffmeister
Proc. Interspeech 2017, 2017
42*2017
Query paraphrasing
EF Monti, A Kumar, DS Palfrey, S Kapoor, J Starc, S Tucker
US Patent 11,055,355, 2021
322021
Neural Latent Variable Model for Spoken Language Understanding
A Kumar, M Dreyer
US Patent 9,911,413, 2018
322018
Voice user interface knowledge acquisition system
W Dabney, A Gupta, F Ladhak, M Dreyer, A Kumar
US Patent 10,755,177, 2020
282020
Learning when not to answer: a ternary reward structure for reinforcement learning based question answering
F Godin, A Kumar, A Mittal
arXiv preprint arXiv:1902.10236, 2019
282019
Extendable label recognition of linguistic input
M Dreyer, PR Muddireddy, A Kumar
US Patent 10,170,107, 2019
162019
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning
D Bonadiman, A Kumar, A Mittal
EMNLP 2019, W-NUT, 2019
142019
Query rephrasing using encoder neural network and decoder neural network
A Kumar, D Bonadiman
US Patent 11,580,145, 2023
122023
Proactive command framework
A Kumar, X Fan, A Gupta, R Sarikaya
US Patent 10,395,655, 2019
12*2019
User Representation Using a Generative Adversarial Network
A Kumar
US Patent 10,650,306, 2020
72020
Using ternary rewards to reason over knowledge graphs with deep reinforcement learning
F Godin, A Kumar, A Mittal
arXiv preprint arXiv:1902.10236, 2019
62019
Efficient large-scale neural domain classification with personalized attention
YB Kim, D Kim, A Kumar, R Sarikaya
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
6*2018
Query answering
Anjishnu Kumar, Mariia Naslidnyk, Daniel Cristian Duma, Janez Starc ...
US Patent 11,048,702, 2021
5*2021
Conditional Random Field Model Compression
Imre Attila Kiss, Wei Chen, Anjishnu Kumar
US Patent 10,140,581, 2018
4*2018
Learning to Retrieve Engaging Follow-Up Queries
C Richardson, S Kar, A Kumar, A Ramachandran, OZ Khan, Z Raeesy, ...
EACL 2023, 2023
22023
Visual responses to user inputs
Vasiliy Radostev, Ruhi Sarikaya, Rekha Seshadrinathan, Abhinav Sethy, Chetan ...
US Patent 11,705,108, 2023
1*2023
Visual responses to user inputs
V Radostev, R Sarikaya, R Seshadrinathan, A Sethy, CN Naik, A Kumar
US Patent 11,996,081, 2024
2024
Proactive command framework
A Kumar, X Fan, A Gupta, R Sarikaya
US Patent App. 18/490,029, 2024
2024
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