Search Results for author: Jerry Zikun Chen

Found 3 papers, 2 papers with code

Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning

no code implementations18 Dec 2020 Jerry Zikun Chen, Shi Yu, Haoran Wang

Query reformulation aims to alter noisy or ambiguous text sequences into coherent ones closer to natural language questions.

intent-classification Intent Classification +4

Neural Machine Translation with Monte-Carlo Tree Search

1 code implementation27 Apr 2020 Jerrod Parker, Jerry Zikun Chen

Recent algorithms in machine translation have included a value network to assist the policy network when deciding which word to output at each step of the translation.

Machine Translation Translation

Reinforcement Learning Generalization with Surprise Minimization

1 code implementation26 Apr 2020 Jerry Zikun Chen

Generalization remains a challenging problem for deep reinforcement learning algorithms, which are often trained and tested on the same set of deterministic game environments.

reinforcement-learning Reinforcement Learning (RL)

Cannot find the paper you are looking for? You can Submit a new open access paper.