13 citations · 40 across the 5 of their papers we have counts for
3 papers · 1 filter
Causal-aware Safe Policy Improvement for Task-oriented dialogue
Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong
The recent success of reinforcement learning's (RL) in solving complex tasks is most often attributed to its capacity to explore and exploit an environment where it has been traine…
Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity
Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar +1
Neural text decoding is important for generating high-quality texts using language models. To generate high-quality text, popular decoding algorithms like top-k, top-p (nucleus), a…
Ask Me Even More: Dynamic Memory Tensor Networks (Extended Model)
Govardana Sachithanandam Ramachandran, Ajay Sohmshetty
We examine Memory Networks for the task of question answering (QA), under common real world scenario where training examples are scarce and under weakly supervised scenario, that i…