Papers by Jianmin Ji
Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing (2022.coling-1)
Copied to clipboard
| Challenge: | Semantic parsing aims to map a natural language sentence into a machine executable formal representation. |
| Approach: | They propose a structure-aware self-attention language model to capture structural information of target representations and propose incorporating it into a seq2seq model. |
| Outcome: | The proposed model improves the baseline model on four semantic parsing and Python code generation tasks. |