Papers with language model based scoring
Open Information Extraction from Conjunctive Sentences (C18-1)
Copied to clipboard
| Challenge: | Recent work has highlighted the lack of proper conjunction processing as the most significant source of missed yield in Open IE. |
| Approach: | They develop a coordination analyzer that searches over hierarchical conjunct boundaries and uses a language model to score conjunctions. |
| Outcome: | The proposed system performs extraction over the simple sentences identified by CALM to obtain up to 1.8x yield with a moderate increase in precision compared to extractions from original sentences. |