Papers by Yunzhi Bai
A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation (C18-1)
Copied to clipboard
| Challenge: | Existing methods to generate responses using beam search focus on current optimal results. |
| Approach: | They propose a beam search method that uses a Prospective-Performance Network to predict the future reward of a partially-generated response. |
| Outcome: | The proposed method can increase the quality and diversity of generated responses with high inference efficiency. |