Papers by Huang Chao Ming
When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval (2026.acl-long)
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| Challenge: | Existing multilingual retrievers are largely untested for mixed language queries . sensitivity of dense retrievers to mixed language querying remains poorly understood . |
| Approach: | They propose to use mixed queries as an interpolation of monolingual embeddings to evaluate retrieval performance. |
| Outcome: | The proposed model outperforms the best monolingual endpoint in 88/105 cases. |