Papers by Fuying Ye
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning (2024.acl-long)
Copied to clipboard
| Challenge: | Existing methods focus on single-step reasoning, ignoring logical dependencies between steps. |
| Approach: | They propose a method that maximizes a structure-based return to facilitate structured reasoning and explanation. |
| Outcome: | The proposed method outperforms state-of-the-art methods on EntailmentBank and STREET benchmarks. |