Papers with complex-valued network
CNM: An Interpretable Complex-valued Network for Matching (N19-1)
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| Challenge: | Existing work on quantum physics models language understanding using quantum probability . |
| Approach: | They propose a quantum-theoretic framework that unifies different linguistic units in a single complex-valued vector space and a complex-valuable network for semantic matching. |
| Outcome: | The proposed framework achieves comparable performances to strong CNN and RNN baselines on two benchmarking question answering (QA) datasets. |