Papers with WikiHop corpus
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language (P19-1)
Copied to clipboard
| Challenge: | ambiguity in natural language is difficult to interpret due to large linguistic variability. |
| Approach: | They propose to use a Prolog prover to extend neural networks with logic programming to solve multi-hop reasoning tasks over natural language. |
| Outcome: | The proposed model outperforms baseline models on two question answering tasks and is competitive on the MedHop corpus. |