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cs.CL2026
When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval
Tongyao Zhu, Chao-Ming Huang, Min-Yen Kan
While mixed-language querying is ubiquitous in multilingual communities, the sensitivity of dense retrievers to such queries remains poorly understood. We present a ratio-controlle…
cs.CL2026
GitSearch: Enhancing Community Notes Generation with Gap-Informed Targeted Search
Sahajpreet Singh, Kokil Jaidka, Min-Yen Kan +1
Community Notes enable scalable, community-based fact-checking, but automated generation faces a coverage--quality trade-off. Note-dependent methods (e.g., summarization-based Supe…