Dual-perspective fusion for word translation enhancement

Qiuyu Ding, Hailong Cao, Zhiqiang Cao, Tiejun Zhao

Abstract: Highlights•“Source-side bias” in BLI causes false positives, reducing precision.•A novel method is proposed to effectively address this with an integrated retrieval strategy, improving translation quality.•The dual-perspective fusion method is extended to word translation with LLMs, enhancing LLMs translation accuracy.