This study presents a novel approach to extract parallel data from a comparable English-Punjabi corpus addressing the scarcity of parallel corpora for this language pair. Unlike previous research this approach focuses on creating high-precision parallel data using minimal resources. The data is sourced from diverse domains including Wikipedia articles TDIL's noisy parallel sentences and Gyan Nidhi reports. The methodology consists of three phases: extracting and aligning documents translating Pu
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