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muril-nepali-gec-reranker-mt5 – AI Model by AIsumit123 | AlphaNeural AI
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muril-nepali-gec-reranker-mt5
Description
This model is a MuRIL-based reranker used to rank candidate corrections generated by a GEC model. It selects the most accurate correction among multiple candidates.
Intended Use
Reranking beam search outputs from GEC models
Improving final correction quality
Training Data
Pairwise ranked Nepali sentence corrections
Labels based on GLEU score comparison
Training Details
Base model: MuRIL-base-uncased
Objective: Pairwise ranking
Limitations
Depends on quality of candidate sentences
Cannot generate corrections on its own
Example
Input:
Candidate A: "उ घर गयो थिएन"
Candidate B: "उ घर गएको थिएन"
Output:
Selected: "उ घर गएको थिएन"
