Chinnadhurai Sankar

1. A Deep Reinforcement Learning Chatbot
   2017/09/07 by Iulian V. Serban, Iulian Vlad Serban, Chinnadhurai Sankar +37 · 1 voice · 11 citations
   Computer Science · #Topic Modeling #Speech and dialogue systems #Mobile Crowdsensing and Crowdsourcing
2. Variance Reduction in SGD by Distributed Importance Sampling
   2015/11/20 by Guillaume Alain, Alain, Guillaume, Alex Lamb +7 · 15 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
3. Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
   2019/09/01 by Bill Byrne, Byrne, Bill, K. S. Krishnamoorthi +17 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
4. A Deep Reinforcement Learning Chatbot (Short Version)
   2018/01/20 by Iulian V. Serban, Serban, Iulian V., Chinnadhurai Sankar +33 · 1 voice
   #cs.CL #cs.AI #cs.LG #cs.NE #stat.ML
5. Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
   2019/01/22 by Sarath Chandar, Chinnadhurai Sankar, Chandar, Sarath +7 · 6 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Topic Modeling
6. Annotation Inconsistency and Entity Bias in MultiWOZ
   2021/05/29 by Kun Qian, Qian, Kun, Ahmad Beirami +11 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. Robustness through Data Augmentation Loss Consistency
   2021/10/21 by Tianjian Huang, Shaunak Halbe, Huang, Tianjian +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
8. MobileLLM-Pro Technical Report
   2025/11/10 by Patrick Huber, Huber, Patrick, Ernie Chang +34 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Green IT and Sustainability #IoT and Edge/Fog Computing