Papers with KaFSP
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base (2022.acl-long)
Copied to clipboard
| Challenge: | Existing semantic parsing frameworks for conversational question answering do not handle uncertain reasoning . qa over large knowledge bases has attracted broad interest due to the popularity of intelligent virtual assistants . |
| Approach: | They propose a fuzzy semantic parsing framework that defines fuzzy comparison operations in grammar for uncertain reasoning based on fuzzy set theory. |
| Outcome: | The proposed framework achieves significant improvements over state-of-the-art models on a large-scale conversational question answering benchmark. |