2 papers
cs.CL2025
Preserving Multilingual Quality While Tuning Query Encoder on English Only
Oleg Vasilyev, Randy Sawaya, John Bohannon
A query encoder of a dual passage retrieval system can be tuned for specific types of queries or domains, while the precomputed and stored documents representations are kept intact…
cs.CL2024
Linear Cross-Lingual Mapping of Sentence Embeddings
Oleg Vasilyev, Fumika Isono, John Bohannon
Semantics of a sentence is defined with much less ambiguity than semantics of a single word, and we assume that it should be better preserved by translation to another language. If…