Papers by Salman Mohammed
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks (N18-2)
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| Challenge: | Existing work on simple question answering over knowledge graphs involves increasingly complex NN architectures. |
| Approach: | They propose to decompose the problem into entity detection, entity linking, relation prediction, evidence combination and heuristics. |
| Outcome: | The proposed approach outperforms existing models and benchmarks on a simple QA task. |