Sankar, Chinnadhurai
- A Deep Reinforcement Learning Chatbot
2017/09/07 by Iulian V. Serban, Iulian Vlad Serban, Serban, Iulian V. +37 · 1 voice · 13 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Mobile Crowdsensing and Crowdsourcing
- Variance Reduction in SGD by Distributed Importance Sampling
2015/11/20 by Guillaume Alain, Alex Lamb, Alain, Guillaume +7 · 21 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
- Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
2019/09/01 by Bill Byrne, K. S. Krishnamoorthi, Byrne, Bill +17 · 11 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
- A Deep Reinforcement Learning Chatbot (Short Version)
2018/01/20 by Iulian V. Serban, Chinnadhurai Sankar, Serban, Iulian V. +33 · 1 voice
#cs.CL #cs.AI #cs.LG #cs.NE #stat.ML
- Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
2019/01/22 by Sarath Chandar, Chandar, Sarath, Chinnadhurai Sankar +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
- Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
2019/06/04 by Sankar, Chinnadhurai, Subramanian, Sandeep, Pal, Christopher +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Annotation Inconsistency and Entity Bias in MultiWOZ
2021/05/29 by Kun Qian, Qian, Kun, Ahmad Beirami +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Robustness through Data Augmentation Loss Consistency
2021/10/21 by Tianjian Huang, Huang, Tianjian, Shaunak Halbe +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
- Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics
2021/12/15 by Cho, Hyundong, Sankar, Chinnadhurai, Lin, Christopher +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Continual Dialogue State Tracking via Example-Guided Question Answering
2023/05/23 by Cho, Hyundong, Madotto, Andrea, Lin, Zhaojiang +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems
2023/11/11 by Su, Hsuan, Qian, Rebecca, Sankar, Chinnadhurai +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- MobileLLM-Pro Technical Report
2025/11/10 by Patrick Huber, Ernie Chang, Huber, Patrick +34 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Green IT and Sustainability #IoT and Edge/Fog Computing