Papers by Patawee Prakrankamanant
Evaluating Perspectival Biases in Cross-Modal Retrieval (2026.findings-acl)
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Teerapol Saengsukhiran, Peerawat Chomphooyod, Narabodee Rodjananant, Chompakorn Chaksangchaichot, Patawee Prakrankamanant, Witthawin Sripheanpol, Pak Lovichit, Sarana Nutanong, Ekapol Chuangsuwanich
| Challenge: | a recent study shows that multimodal retrieval systems are expected to operate in a semantic space, agnostic to the language or cultural origin of the query. |
| Approach: | They introduce a benchmark to quantify linguistic and cultural biases in multimodal retrieval systems . they propose a framework to decouple language from culture and decouples it from semantics . |
| Outcome: | The proposed benchmark systematically measures the effects of linguistic and cultural biases on retrieval performance. |